{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "38d84418",
   "metadata": {},
   "source": [
    "# Simulating Invasion\n",
    "\n",
    "Studying the impact of multiphase conditions on transport in porous materials was the original motivation for pore network modeling. OpenPNM includes a set of algorithms for simulating drainage (i.e. non-wetting phase invasion) using both ordinary and invasion percolation. These will be covered in this notebook.\n",
    "\n",
    "```{admonition} On simulating imbibition\n",
    "\n",
    "  Imbibition is quite a bit more challenging to simulate than drainage, since the menisci movement mechanisms are more complicated. OpenPNM plans to offer some imbibition algorithms, but these need to be carefully developed so there are still 'works in progress'.\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "94917bac",
   "metadata": {},
   "outputs": [],
   "source": [
    "import openpnm as op\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "op.visualization.set_mpl_style()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "73b5a204",
   "metadata": {},
   "source": [
    "Setup the necessary objects:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "eca6c387",
   "metadata": {},
   "outputs": [],
   "source": [
    "np.random.seed(5)\n",
    "pn = op.network.Demo(shape=[25, 25, 1], spacing=1e-4)\n",
    "air = op.phase.Air(network=pn)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "513ac53f",
   "metadata": {},
   "source": [
    "The `air` phase created above need some physics model that relates fluid properties like surface tension and contact angle, to geometric properties such pore and throat diameter.  Let's assume that water is the wetting phase, and air is non-wetting, with a contact angle of 120 degrees, and let's also use the Washburn equation to compute the capillary entry pressure."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "142050f5",
   "metadata": {},
   "outputs": [],
   "source": [
    "air['pore.contact_angle'] = 120\n",
    "air['pore.surface_tension'] = 0.072\n",
    "f = op.models.physics.capillary_pressure.washburn\n",
    "air.add_model(propname='throat.entry_pressure',\n",
    "              model=f, \n",
    "              surface_tension='throat.surface_tension',\n",
    "              contact_angle='throat.contact_angle',\n",
    "              diameter='throat.diameter',)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "68d35f82",
   "metadata": {},
   "source": [
    "## Drainage\n",
    "\n",
    "Drainage refers to the process of a non-wetting fluid displacing a wetting fluid, by application of increasingly high capillary pressures where $ P_c = P_{nwp} - P_{wp} $.  Thus, either the non-wetting phase pressure can be increased, or the wetting phase pressure can be decreased (i.e. suction).  The term \"drainage\" stems from the process of *draining* water from a sand column, where water is the wetting phase and air is non-wetting, so \"draining\" water is actually invasion of air. The term drainage is now used for any case regardless of which fluids are involved. When it is not clear which fluid is wetting or not, it is best to use the terms *injection* and *withdrawal* to avoid confusion."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "858011f7",
   "metadata": {},
   "source": [
    "### Manual Implementation of the Drainage Process\n",
    "\n",
    "Before outlining the `Drainage` algorithm in OpenPNM, let's illustrate the process by hand. This requires the following steps:\n",
    "\n",
    "1. Identify all the throats that can be invaded at a given applied capillary pressure\n",
    "2. Use `scipy.sparse.csgraph.connected_components` to label each cluster\n",
    "3. Trim clusters that are not connected to the inlets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d28ccfbc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[  0   1   2   3   3   3   3   3   4   5   6   3   3   7   3   8   9  10\n",
      "  11  11  11  12  13  14  15  16  17   3   3  18  19  20   3   3  21   3\n",
      "  22   3   3   3  23  11  11  11  24  11  11  25  26  26  27  27  28  29\n",
      "  30  31   3   3   3   3   3   3   3   3   3  32  33  34  11  11  35  36\n",
      "  37  38  26  39  27  27  27  27  27  40   3  41  42  43   3   3  44  45\n",
      "  11  46  11  11  11  11  11  47  11  48  27  27  49  50  27  27  51  52\n",
      "  53  53  54   3  55  56  11  11  11  11  11  11  11  11  11  11  57  58\n",
      "  59  60  61  27  62  63  63  64  65  66  67  11  68  69  11  11  11  11\n",
      "  70  11  11  71  11  11  72  73  27  27  27  74  75  63  76  11  11  77\n",
      "  11  11  11  11  11  78  11  11  11  11  79  80  81  82  83  27  27  84\n",
      "  85  86  87  88  11  11  11  11  11  11  11  11  11  11  89  11  11  90\n",
      "  91  92  93  94  95  96  97  98  11  11  11  99  11  11  11  11  11 100\n",
      "  11  11  11 101 102  11  11  11  11 103 104 105 106 107 108  11 109  11\n",
      "  11  11  11  11 110  11 111  11 112  11 113 114  11 115 116  11 117 118\n",
      "  11  11  11  11  11 119 120  11  11  11 121  11  11 122 123 124  11  11\n",
      "  11  11  11  11 125 126 127 128 129 130  11 131 132 133 134  11  11  11\n",
      "  11 135 136 137 138  11  11  11 139 140  11  11 127 127 141  11  11 142\n",
      " 143 144 145 146  11  11 147  11  11 148 149  11 150 151 152 153 153 154\n",
      "  11 127 127 155  11  11  11  11  11  11  11  11  11 156 157  11 158  11\n",
      "  11 159 153 153 153 160  11  11 161 162 163  11 164  11 165  11 166  11\n",
      "  11  11  11 167  11 168  11  11 169 170 171 172 173  11  11 174 175  11\n",
      "  11  11 176  11  11  11  11  11  11 177 178  11 179  11  11  11  11  11\n",
      "  11  11 180  11 181  11  11  11  11 182 183 184 185 186  11 187 188  11\n",
      "  11  11  11  11 189 190 191  11  11 192  11  11  11 193 194 195 196 197\n",
      " 198 199 200 201 202 203 204  11 205 206  11 207 208  11  11  11 209 210\n",
      "  11 211  11  11  11 212 213 214 215 216 217 218 219  11  11 220  11  11\n",
      " 221 222  11 223 224 225 226  11 227  11  11  11  11 228 229 230 231 232\n",
      "  11  11  11  11  11  11  11  11 233  11  11 234 235 236  11  11  11  11\n",
      "  11 237  11  11  11  11 238  11  11 239  11 240  11  11 241 242 243  11\n",
      " 244  11 245 246 247  11 248 249 250 251 252  11  11  11 253  11 254 255\n",
      "  11  11  11  11 256 257  11  11  11  11 258 259  11  11 260 261 262 263\n",
      " 264  11  11  11  11 265 266 267 268  11  11  11  11  11  11  11 269 258\n",
      " 270  11 271 272 273 274  11  11  11  11 275  11  11  11  11 276 277  11\n",
      " 278 279 280 281 282 283 284 285 286 287 288 273 289  11 290  11 291  11\n",
      "  11  11  11  11  11 292 293 294 295 295 295 295 296]\n"
     ]
    }
   ],
   "source": [
    "from scipy.sparse import csgraph as csg\n",
    "Pc = air['throat.entry_pressure'].mean()\n",
    "Ts = 1.0*(air['throat.entry_pressure'] < 0.8*Pc)\n",
    "am = pn.create_adjacency_matrix(weights=Ts, fmt='csr', triu=False, drop_zeros=True)\n",
    "clusters = csg.connected_components(am, directed=False)[1]\n",
    "print(clusters)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ea0a6f1e",
   "metadata": {},
   "source": [
    "The `clusters` array is a list of which cluster number each node (i.e. pore) belongs to. We can see this more clearly by plotting the pores and coloring by their cluster number:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "71fdd8c8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 276,
       "width": 421
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = op.visualization.plot_coordinates(network=pn, color_by=clusters, s=40, cmap=plt.cm.nipy_spectral)\n",
    "ax = op.visualization.plot_connections(network=pn, c='lightgrey', ax=ax);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2622d4cb",
   "metadata": {},
   "source": [
    "The 'black' cluster extends from the left edge throughout the domain, while the other colors are not connected to the left edge.  Physically speaking only pores that are connected to the left edge can be filled, so all the other cluster numbers should be set to uninvaded. This is illustrated in the following block where the yellow pores are invaded:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "0deef0ac",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 276,
       "width": 421
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "invaded_pores = np.isin(clusters, clusters[pn.pores('left')])\n",
    "ax = op.visualization.plot_coordinates(network=pn, color_by=invaded_pores, s=40, cmap=plt.cm.viridis)\n",
    "ax = op.visualization.plot_connections(network=pn, c='lightgrey', ax=ax);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e66bb817",
   "metadata": {},
   "source": [
    "The above process can yield a capillary pressure or drainage curve be repeating for increasingly high values of 'throat.entry_pressure' until the entire domain is invaded. This is the process that is used in the `Drainage` algorithm."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "23887cb6",
   "metadata": {},
   "source": [
    "### Using the `Drainage` Algorithm\n",
    "\n",
    "To simulate drainage in OpenPNM, we must create a `Drainage` object, which requires specifying the non-wetting, or invading phase. The invading phase object (`air`) contains the information about the capillary pressure required for it to invade a throat (and subsequently the pore beyond it). We also must tell the algorithm where the invasion starts from.  Finally we can run it:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f23e9dae",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b203908bdd714bffa7610bd1ddf75b7a",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Performing drainage simulation:   0%|          | 0/25 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "drn = op.algorithms.Drainage(network=pn, phase=air)\n",
    "drn.set_inlet_BC(pores=pn.pores('left'))\n",
    "drn.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ceb4b64d",
   "metadata": {},
   "source": [
    "The result of running the algorithm is that several new arrays are added to the `drn` object. Specifically, there are arrays containing the pressure at which each pore and throat was invaded, as well as the sequence.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8eae9fda",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "══════════════════════════════════════════════════════════════════════════════\n",
      "drainage_01 : <openpnm.algorithms.Drainage at 0x1da07ff6770>\n",
      "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n",
      "  #  Properties                                                   Valid Values\n",
      "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n",
      "  2  pore.invasion_pressure                                          625 / 625\n",
      "  3  throat.invasion_pressure                                      1200 / 1200\n",
      "  4  pore.invasion_sequence                                          625 / 625\n",
      "  5  throat.invasion_sequence                                      1200 / 1200\n",
      "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n",
      "  #  Labels                                                 Assigned Locations\n",
      "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n",
      "  2  pore.all                                                              625\n",
      "  3  throat.all                                                           1200\n",
      "  4  pore.bc.inlet                                                          25\n",
      "  5  pore.bc.outlet                                                          0\n",
      "  6  pore.invaded                                                          625\n",
      "  7  throat.invaded                                                       1200\n",
      "  8  pore.trapped                                                            0\n",
      "  9  throat.trapped                                                          0\n",
      "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n"
     ]
    }
   ],
   "source": [
    "print(drn)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "de021df9",
   "metadata": {},
   "source": [
    "The `'invasion_pressure'` and `'invasion_sequence'` arrays are quite useful because the actually contain the entire invasion history in a single array.  We can obtain the invasion pattern at any applied pressure by doing:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "c9d2145f",
   "metadata": {},
   "outputs": [],
   "source": [
    "inv_pattern = drn['throat.invasion_pressure'] < 9000"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ba8a00ec",
   "metadata": {},
   "source": [
    "Now we can plot only the invaded throats:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "e99234fd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 276,
       "width": 421
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = op.visualization.plot_coordinates(network=pn, pores=pn.pores('left'), c='r', s=50)\n",
    "ax = op.visualization.plot_coordinates(network=pn, pores=pn.pores('left', mode='not'), c='grey', ax=ax)\n",
    "op.visualization.plot_connections(network=pn, throats=inv_pattern, ax=ax);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "542682d6",
   "metadata": {},
   "source": [
    "We can also apply trapping, which is done as a post processing step. This requires first specifying the outlet pores through which the wetting phase can escape, then running the `apply_trapping` method, which alters the `'invasion_pressure'` and `'invasion_sequence'` arrays. It sets `'invasion_pressure'` and `'invasion_sequence'` to `inf` to indicated trapped by pores/throats, so that they are not found when doing `drn['throat.invasion_pressure'] < p`. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "19257846",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 276,
       "width": 421
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "drn.set_outlet_BC(pores=pn.pores('right'), mode='overwrite')\n",
    "drn.apply_trapping()\n",
    "inv_pattern = drn['throat.invasion_pressure'] < 9000\n",
    "ax = op.visualization.plot_coordinates(network=pn, pores=pn.pores('left'), c='r', s=50)\n",
    "ax = op.visualization.plot_coordinates(network=pn, pores=pn.pores('left', mode='not'), c='grey', ax=ax)\n",
    "op.visualization.plot_connections(network=pn, throats=inv_pattern, ax=ax);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0118228b",
   "metadata": {},
   "source": [
    "One of the main uses of the `Drainage` algorithm is to simulate capillary pressure curves, and specifically mercury intrusion porosimetry. One of the main ways to calibrate a PNM is to ensure that the simulated MIP curve matches experimental data. Let's simulate this:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "cb59285d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "0c065b29b4794b1e843694e9c6c14ed6",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Performing drainage simulation:   0%|          | 0/25 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pn = op.network.Demo(shape=[20, 20, 1], spacing=1e-4)\n",
    "hg = op.phase.Mercury(network=pn)\n",
    "f = op.models.physics.capillary_pressure.washburn\n",
    "hg.add_model(propname='throat.entry_pressure',\n",
    "             model=f, \n",
    "             surface_tension='throat.surface_tension',\n",
    "             contact_angle='throat.contact_angle',\n",
    "             diameter='throat.diameter',)\n",
    "mip = op.algorithms.Drainage(network=pn, phase=hg)\n",
    "mip.set_inlet_BC(pores=pn.pores('surface'))  # mercury invades from all sides\n",
    "mip.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d4d1965a",
   "metadata": {},
   "source": [
    "The `Drainage` class has a `pc_curve` method, which returns a [namedtuple](https://stackoverflow.com/questions/2970608/what-are-named-tuples-in-python) with `pc` and `snwp` data attributes that can be directly plotted:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "4c8e849d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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5+z/N7DjgdjO7nxAo/c3d18T1DBERqSxJryu0cSO89FIIhlLbiy/CihUty9XXF3f/VL3Pfja8jz32CL1KPXsW3+b2GDECHnwwpCefOzdsWmBVRKQ0cQ6x21RENXf3OHuxKpaG2IlItensdYWWLw/Bz4svpoOhl14KvVdtKXXB1csug3POaX/9uGiBVRGRlsplDlJzMfXcvZ2DGqqTAiQRqSbFrCvUo0dh6wo1N4cFVLN7hXIFBoWqlnTZWmBVRCQolwBpl2LqufvrsTSgwilAEpFqEee6QuvWwT//2bJX6MUXwzymUtTVwb77wj77wG23wfvvK122iEg1KYskDQp0REQEwpyj5ctDz1FbwRGE69OmhSQDc+fCySeHQOmFF8K6Qs1FjU9IGzQoBEMf+1h623XXdG/RgAEhXfaUKSHhQaHpsqdMCa8nTVJwJCJSTWLrQZLSqAdJRKpBkusKbbEF7LlnOgjad9+wbdvG6nxKly0iUn3KYojdZjc22x7YD0j9b6MBeM7d/90hD6xwCpBEpBp01rpC22yzea/Q8OGw5ZbFtfuJJ0LvUWrOVKHpsguZMyUiIp2vLIbYZTTmU4Q1kT7dyvVHgB+6++NxP1tERJK1cGHYx7mu0G67pXuEUsHQwIFhvaG4KF22iIikxBogmdkZwJVAF8CAJiBK8Erf6HkjgYfN7Ex3vy7O54uISLJSyRNKXVfoyCPhvPNCEoU+feJpW1sOPjgMl0uly16yZPNgTemyRUSqX2wBkpl9HLiKEBw9BvwMeMTdN0TXuxOCox8BhwBXmdnT7v58XG0QEZFkrF8Pd90F//M/4bixsbj7pOqNGQOfzjkOoWP16xdSkp93ntJli4jUqjjTfP8B+ArwR+Ar7p4z75CZdQFuA04EbnH3k2NpQIXTHCQRqUTPPw833AC33AIrVqTPV8u6QiIiUpnKIkmDmS0FBgA7u/vbbZQdACwF3nL3gbE0oMIpQBKRSrF8Odx6K9x4Y0jF3RqtKyQiIkkplyQN/YAVbQVHAO7+lpmtIJ3hTkREytimTSGJwY03wp13wsaNbdfRukIiIlKJ2pljKK9GoM7MtmqrYFSmPqojIiJl6tVX4YIL4CMfgf/6L7j99taDo7594dxz4eGHw+u5c0Myg6am/M9IrSv0yCOh3mmnxf0uREREChdngPQc0BU4u4Cy50Rln43x+SIiEoN168KcolGjQortn/0sLPyaS5cuYa7Qn/4Eb70Fl14a1hGaMSOsEzR9OoweHYbPNWfNTG1uDudHjQrlevQI9ZQdTkREkhTnHKQTgD8BzcAlwK/cfWVWmf7A9whBlAEnuvudsTSgwmkOkogUq6kpLGC6cGFIs927Nwwb1r6Ma+7w7LNhCN2tt8LKlfnLDx4Mp54KX/sa7Lxz7jLz5oV1hZYvT9fRukIiItIZyiJJQ9SQ6cDJgAMbgReBZUB3YBdgd2ALQnA03d0nxPbwCqcASUTaq6EBpk6F667L3cMzaFCYz3Paaa33yrz3HvzhDyEw+sc/8j+vZ0/4/OdDYHTooYUt1NrQkF5XqLU2al0hERGJWzkFSAacB3yfMMcol0ZgCvDr1lKB1yIFSCLSHtm9M0OGbN47s3hxuJbdO7NpU1jj58Yb4e674cMP8z/rwAPh61+HL36x+AVgU8/UukIiItIZyiZAymhQL2AssB/pTHUNhHlKs919bewPrXAKkESkUPPmhXk769eH+T6TJ4d5PplrDjU3wwMPhMxwc+eG+T033wwvvgg33QTLluV/Rr9+YfjchAmw114d+nZERERiV3YBkrSfAiQRKURDAwwfHnqOxo8Pw9fypdFOZYibPr3te3fpAkccEYbQHXkkbLllbM0WERHpVOWyDpKIiHSwqVNDcDRyZNvBEYTr06bBa6+FnqRcdt89nXBhwIDYmywiIlJR1INUJtSDJCJtaWoKabeXLg3psceOLbzurFlhjlJKr17whS+EuUWHHFJYwgUREZFK0elD7Mzsoejl66lMdBnn2sPdfVQR9aqOAiQRacv994chcEOGhJTeXdqxkl1zc0iKsGQJnHNOWNuorq7j2ioiIpKkJIbYfSbav5zjXHsoChARKdDChWE/blz7giMI5ceNg6uvho98RMGRiIhIa4oNkFLrF63McU5ERGLU3AxPPQV33BGOi021naq3alU87RIREalGRQVI7r5ZPqRc50REpDgbN8LDD8Odd4a1it5+O32tsbG4e6bqqfdIRESkdcpiJyJSJtasCckU7rwzLOy6cmXucjNnhl6l9s5BmjkzvB46tPS2ioiIVKvYsthFSRqWu/vnCyz/v8D2StIQKEmDSPlraoI5c8JcoNWroXdvGDYsZJPr2rW4e77/fgiG7rwzBEfr1xdWr9gsdoMGwSuvFN9eERGRSlAu6yB9BninHeUPAgbF+HwRkQ7R0BDWH7ruupBiO9ugQTBpEpx2GvTr1/b93nwT7rorBEVz58KmTW3X6d07ZLAD+OMfYcoUOOywttdBghDYTZkSXk+apOBIREQknzh7kJqBd9y9oGUGzewNYIC7a5gf6kESKVfz5sExx4TFWSGk2B43LiQ8aGwMw9YWLw7X+vYNvUEjRmx+n4ULQ0B0553w9NOFPXu77eDYY+H442HUKOjRIwRrw4eH9pxySlgENl+Q1NQEEyfC9OmhfQsWFBbEiYiIVLJOXweplUYUHCCZWXdCBry17r5tLA2ocAqQRMrPvHkhMFm/HkaOhMmTYfTolnN/mpvhgQdCD83cuSGIeeghOOggePbZdFC0YEFhzxw0CE44IQRFhxySu7fniSdC71GqXeefD2PGbN6uOXNCux55JN2uXMGbiIhItUkkQDKzQcCuGaceBt4Hjgdaa4ABWwNfBr4APOzuhxXVgCqjAEmkvGT21IwfD9dfX3hPTY8esO228NZbhT1rr71CQHT88fDxj4MV8E94ds/W4MGb92wtWRKu5evZEhERqUZJBUg/Bi7IPEXhC7+mGnicu99TVAOqjAIkkfJy0UXwwx+GHpoHHih8rs/o0aEnqS0HHZQOinbfvbg2NjSEwO3aa1ufG3XGGSFw07A6ERGpJUkFSOcA52ac2gXYBLyZp1oz0AjMB25w978W9fAqpABJpHw0NcFuu4Wgo9hscdm6dYPPfjYERMceCwMKmq1ZmE2bYPZsWLQoLAJbVxdSeZeSXU9ERKSSVdwcJNmcAiSR8nH//SFj3JAhIblCe9cbGjo0DG/bcks48sgwp+jII2GbbTquzSIiIpJWLmm+fwKsjvF+IiKJWLgw7MeNa19wBKH8uHFw9dXw85/D974Xf/tERESk48QWILn7T+K6l4hIklZHf+qpry+ufqrehg3xtEdEREQ6Tzv/NioiUv169w77xsbi6qfq1dXF0x4RERHpPLEv0mpmPYETgUOAAcBWtJ722919VNxtEBEpxbBhYT9zZphT1N45SDNnhtdDh8bfNhEREelYsSVpADCzw4BbgX60TPudGSBlnnN3V44llKRBpJw0NcHOO8O77xafxW7QIHjlFWWRExERSUIpSRpiG2JnZkOAu4HtgQeBbxOCoEZgIvAD4K/RueXAWcCpcT2/wDbuaGaXm9kSM1tvZu+a2QwzK7oXy8y6mNkEM3vAzBrM7EMzW2FmT5nZD8xMg2xEKsxdd6UXYJ0yJQRMhWhqCuUBJk1ScCQiIlKJ4kzzfR1wGvAHd/9adG6z1N9mNhb4E7AIOMTdO2Uas5ntAzwE9I1ONQK9CUGiA5Pd/ZJ23rMXMAM4LON0I1BHutfsdeAwd3+ljXupB0kkYe4hwPnhD1ueP+UUmDYt/2KxTU1hQdbp06FvX1iwQIuzioiIJKUsepAIQYIDP89XyN1nExaY3Q/4bozPb1U0L+oeQnD0PLC3u/cBtgF+QwhmLo6Ct/b4Een3PRnYOrpvD+DLwArCArrTYngbItKBNmyAr31t8+AIQtAzenQYPtfc3PJac3M4P2pUKNejB8yYoeBIRESkUsXZg7Q2ul/PjHNNQKO7b5tVtgehp2WBu+8bSwPyt+1c4FLCOk17uPuyrOt3AscBz7n7/u247+vAIOBGd/96juvjgd9Hh9u6+wd57qUeJJGENDTA8cfD44+3PL/FFmEdo+uuSw+5Gzw4zDGqrw/Z6mbODIvCQug5mjEDRozo3PaLiIhIS6X0IMUZIH0Q3W/rrHP1QE9335ijfFd3L3KlkXa17W/AAcBUd5+U4/rBQOpXo+Hu/nKB910PdAfOcverclz/KPD36HDn7MAsq6wCJJEEzJ8PRx8Nr77a8vy228Kf/wwjR4YA6vrr4dprYenSze8xaBCccUYYYqeeIxERkeSVEiDFmeb7TWBPM6tz91XRuSXAxwnBybxUQTPbEegDrInx+TlFSRJSvUKzWin2JLAyatNhQEEBEvAaMIzwHnNJPfdd4K0C7wls/qG2RoGUSPFmzoQvfnHz9Y6GDYO//AWGDAnH/frB5Mlw3nkwezYsWgSrVoV1joYODVnulJBBRESk4xX6O3Ip4gyQXgT2jLanonMPEuYaXWBmx7n7ejPbErg8uv58jM9vzXDSCRPm5yrg7s1mthD4JKH9hboe+DUwwcz+BfzO3VdG7/F4wrA+B77rimREyspVV8E552w+p2jUKPi//4Ntttm8TteucPjhYRMREZHqFGeShrsJgciXM85dQZj3MwZYamaPE3qaTiQEDr+J8fmt6Z/xOl8vTupa/zxlsl0GXE2U5AFYYWYrgHXAbYSeqGPc/Q/tuKeIdKCmJjjzTDjrrM2Do0mT4P77cwdHIiIiUhviDJDuI6xt9GTqRDTn5mhC8NEXGAFsRwggznX3u2N8fmu2yni9Lk+5tdG+d6E3dvdNhIx83wFSK6X0If1zrSMsmisiZWDlSjjySLj66pbnu3SByy6D3/0uJGYQERGR2hXbEDt3X0PoTck+P9fMPkIIjnYmzPV53N1XxvXsNnTYQMVoLtXdhKF504HfEuZd9Sf0kl0A3GhmQ939/PbcWyPyROL1yitw1FFhfaJMvXvDbbeFwElERETKW6G/I5cyVym2AMnMUtno1kQ9K//h7k3Ao3E9q51WZ7zuCaxqpVyvHOXbcjMhOLrB3SdmnF8MXGJmy6Iy/21mt7j7P9txbxGJyaOPhjTeqVTdKbvsEtJyf/SjybRLREREyk+cQ+xWAO8DA2K8Zxwy5x3la1vq2tuF3NTM9iTMrYKQjGEz7v4/wHLCz/moQu4rIvG6+eaQeCE7ODroIHjqKQVHIiIi0lKcAdJqwqKwOVYJSdTLhIQQAHvlKmBmXQjpugFeKvC+wzNev9pqKXgl2u9a4H1FJAbNzSE19ymnwIcftrz25S/DX/8KO+yQTNtERESkfMUZIL0K9DKzOFOHlyxak+mZ6HBMK8UOJCRXgJCavBCZ+a8G5Sm3S7RvbWifiMRszRr4/Ofh4os3v/aTn8Att0CPHp3fLhERESl/cQZIfwS2AI6L8Z5xuTXan2RmudJ4fzfaP+vuCwu85wsZr0/LVcDMjga2jw6fylVGROK1bBkceij8+c8tz/foEZIxXHABdMIacyIiIlKh4gyQfkXoqbnOzEbFeN84XAe8Tki7/Zdo/hBmVmdmvwROiMpNzqxkZruamUfb+Mxr7v4qMDs6PNfMLjaz7aN6vaPyN0XXXwPuiftNiUhLzz0Hn/xk2GfaYQd4+GH44hcTaZaIiIhUEIsrnbSZXUDIEvctwtpDfweeABqATa3Vc/efxtKAttu3L2H4XN/oVCNhzaMuhDlKk939kqw6u5KeXzTB3W/Kut4/umfmfKRVhEAs5V3gcHd/vo32tfgglOZbpH3uvBO++lVYu7bl+X32CZnqBuUbCCsiIiJVJTvNt7sXPH4kzgCpmRBoZD48380NcHfvGksDChCtW3Q+IaPcToQg6WngUnffbO5RWwFSVKYncDqhF2pvwlymNYRU3/cCV7p7QwFtU4AkkkNTE8yZAwsXwurVYd2iYcNg7Fjo2hXc4Ze/hO9/f/O6Rx0Ft94KdXWbXxMREZHqVS4B0k3kD4hycvcJsTSgwilAEmmpoQGmToXrroOlOXJjDhoEX/86vPQS3H775te/8x34xS9CECUiIiK1pSwCJCmNAiSRtHnz4Jhj0msXDRkC48ZBfT00NsLMmbB4ce663brBNdfAaTlTp4iIiEgtKCVAKquU3CIi8+aFhV3Xr4eRI8NaRqNHQ5eMlDLNzfDAAzBlCsydmz6/9dZwxx1w2GGd3mwRERGpEupBKhPqQRIJw+qGDw89R+PHw/XXhx6h1jQ1wcSJMH16GEr32GNw0EGd1lwREREpU2XRg2RmReWIcvc34mqDiFS2qVNDcDRyZNvBEYTr06bBa6+FnqSHHlKAJCIiIqWJM0lDq6m883B31zA/1IMk0tQEu+0WEjLMmhWy1BVq1qwwR2ngQHj1VSVmEBERqXWl9CDFuVCsFbHF+XwRqWBz5oTgaMiQMOeoPcaMgcGDQ/3Zs9suLyIiItKa2AIUd++SbwO2BsYQFlb9ABgbnRcRYeHCsB83rmVChkJ06RLqASxaFG+7REREpLZ0WoDi7o3u/qC7jwHmAHeb2V6d9XwRKW+rV4d9fX1x9VP1Vq2Kpz0iIiJSm5Lqwfk+0BO4IKHni0iZ6d077Bsbi6ufqldXF097REREpDYlEiC5+2vACmBkEs8XkfIzbFjYz5wZ1jlqj+bmUA9g6NB42yUiIiK1JZEAycx6AfVAnySeLyLlZ8yYkIVu8eKwCGx7zJkDS5bAoEHty34nIiIiki2pIXZnRs9+NaHni0iZ6dYNJk0Kr6dMCWm/C9HUFMpDqK8U3yIiIlKKONdBOrSNIj2AnYFjgSMJab5/4O6XxNKACqd1kESgoQGGDw+LxZ5ySlgENt9isU1NMHEiTJ8OffvCggXQr1/ntVdERETKUynrIMUZIDUDhdws1bg/A19y9wL/TlzdFCCJBH/9K4waBe4wciScf34YfpeZ+ru5OQyrmzIFHnkEevSAhx6CESOSa7eIiIiUj1ICpDx/m223N8gfIDUREjP8A/iju8+M8dkiUiWeeioERwBz54Zt8OCwzlF9fchWN3NmmHMEoedoxgwFRyIiIhKP2HqQpDTqQRIJQ+sGD4aVK9Pn6upyr200aBCccUYYYqdhdSIiIpKpXHqQRERKcvHFLYOjrbeGf/0L/vY3WLQoBEp1dSGV99ixSsggIiIi8YtzDtIFwGp3/22B5c8Gtnb3n8bSgAqnHiSpdW+8EQKfDRvS5375S/je95Jrk4iIiFSmckrS8I67Dyiw/KvAIHfX34BRgCQyYQLcdFP6eOedQ69Rz56JNUlEREQqVCkBUlLrIImI/Mc//hFSdWf6yU8UHImIiEjnSzJA2g5Ym+DzRaRMTJ6czlwHsOee8LWvJdceERERqV2dnqTBzPoAE4CtgBc7+/kiUl4efRT+8peW5y6+OP8CsSIiIiIdpehfQczsx8AFWad3MLNNBd7CgVuKfb6IVD53OO+8lucOOQSOPjqZ9oiIiIiU+jfazMlOnnWcz1vANOA3JT5fRCrY3XfDE0+0PHfJJWAFT6MUERERiVfRWeyioXJbpw6BV4AG4JN5qjUDje6+Mk+ZmqQsdlJrmprgox+Fl19OnzvmmBA0iYiIiJQikYVioyDnP4GOmT0CvOfurxd7TxGpHTfd1DI46tIFpkxJrDkiIiIiQIzrIElp1IMktWTtWth9d3jrrfS5U0+FG25Irk0iIiJSPbQOkohUlCuvbBkcde8OF16YWHNERERE/qNDEuma2S7ACGAAIZ13qxGbu/+0I9ogIuXp/fdDGu9MZ58NAwcm0x4RERGRTLEOsTOzAcB1wBGFFAfc3bvG1oAKpiF2Uiu+9z349a/Tx1tvDUuWwLbbJtYkERERqTKJJGnI0Yg+wFxgN+A9YB5wLLAOuAPYATgIqIuu3xvXs0WkMrzxRhhel+n88xUciYiISPmIc4jdt4HBwNPAOHdfYWbNwEp3/xqAmfUCfgh8H2hy99NifL6IlLkLL4QNG9LHO+0EZ52VWHNERERENhNngHQMYbHY77n7ilwF3H0tMNnMtgD+n5k97O63xNgGESlT//wnTJ/e8txPfgI9eybTHhEREZFcYpuDZGYrgV5AD3ffFJ1rBt539+2yym4HvAs86u6fiaUBFU5zkKTaHXMMzJiRPh4+HP7+d+jWIaliREREpJaVS5rvbkBjKjiKrAHqLauF7v4esAL4aIzPF5Ey9eijLYMjCJnsFByJiIhIuYkzQFoGbG1mW2acexPoCgzLLGhmPYGtCT1OIlLF3OG881qeO/jg0KMkIiIiUm7iDJAWRfvdMs49Ee3PyCp7LiHN95IYny8iZeiee+CJJ1qeu+QSsII7ukVEREQ6T5wB0r2EoOf4jHO/i/Znmdm9ZnaRmd0D/JyQ0CFryraIVJOmppDGO9PRR8OnP51Me0RERETaEmeShh2BK4FF7v6DjPPfBS4hBGNOCKIA/gx8wd2bY2lAhVOSBqlGN9wAEyemj7t0gRdfhL33Tq5NIiIiUv1KSdIQW4CU9yFmewKfA3YGVgJz3H1Ohz+4gihAkmqzdi0MHQrLlqXPTZgAN96YXJtERESkNpQSIHVKDil3fwl4qTOeJSLl4corWwZH3buHdY9EREREylmcc5BERAB4//2QiCHTWWfBwIHJtEdERESkUB3eg2Rm3YFxwFBgI/AC8IhrDJlI1brkElixIn3cp8/myRpEREREylHRAZKZbQOcTEi8MNXdN+QocwhwO9A/69LzZnaCu79R7PNFpDwtXQpXXNHy3Pnnw7bbJtMeERERkfYoOkmDmX0BuA2Y5+6fynF9Z+AfQD3pzHWZ5gMfd/emohpQZZSkQarFqafC73+fPh4wAP71L+ilZaFFRESkk5SSpKGUOUifIfQe3dLK9R8AfaIyPwIGRMffBD4E9gROKuH5IlJm5s+H6Vmrm/3kJwqOREREpHKUEiDtH+1nZ18wsy7AlwjB0c3ufpG7v+Puq9z9WuC3hF6lE0p4voiUmcmToTljZbM99oDx4xNrjoiIiEi7lRIg9Qc2uPuSHNc+RugtArg+x/Xrov2+JTxfRMrIY4/BPfe0PHfxxdCtUxYTEBEREYlHKQHS9sDaVq59Mto3Ak/muP46YZhdvxKeLyJlwh3OO6/luREj4Nhjk2mPiIiISLFKCZA2AlubWa6/D6cCpBdypfOOzq2mkxaqFZGOdc89MG9ey3OXXAJW8HRIERERkfJQSoD0GmEe0YE5rn2WMP/oiVwVo6CqD7CihOeLSBloatp8jaOjjoJDD02mPSIiIiKlKCVAepgQIP3IMvLomdnxwC7R4f2t1P1Y9OzFJTxfRMrAzTfDggXpY7Mw90hERESkEpUyxO0q4HRgDPCcmd0P7AR8kdB7NN/dH22l7pHR/m8lPF9EErZuHVxwQctzp5wCe++dTHtERERESlV0gOTui8zsbOB3hGx0+0SXjJC84bRc9aIU4KcQgqgHi32+iCTvyith2bL0cffuYd0jERERkUpVUpIEd59qZvOBM4GPRqefAX7p7i+1Uu3TwPvAO8CsUp4vIsn54IPNh9KdeSYMGpRMe0RERETiYDmSzEkCzKzFB6HPRcrdeefBL3+ZPu7TB5Ysgb59k2uTiIiICIBlpdJ194Jz65aSpEFEatTSpXD55S3Pff/7Co5ERESk8ilAEpF2u/BC2LAhfTxgAJx9dmLNEREREYmNAiQRaZf58+Gmm1qeu/BC6NUridaIiIiIxKukJA0iUt2ammDOHFi4EFavht694bbboLk5XWbYMJgwIbk2ioiIiMRJAZKIbKahAaZOheuuC/ON8rn4Yuimf0lERESkSujXGhFpYd48OOYYWL48HA8ZAuPGQX09NDbCzJmweHG41q0b7LBDcm0VERERiZvSfJcJpfmWcjBvHowaBevXw8iRMHkyjB4NXTJmKzY3wwMPwJQpMHcu9OgBDz0EI0Yk124RERGRTKWk+VaAVCYUIEnSGhpg+PDQczR+PFx/ff6hc01NMHEiTJ8e0nsvWAD9+nVac0VERERapXWQRKRkU6eG4GjkyLaDIwjXp00L5ZcvD3VEREREKl2H9CCZ2X7AGGAg0NPdv55xbUtgR8DdvY3p37G3a0fgfOAoYCdgJfA0cJm7P1jivXcDzgLGEd73JuAt4AlgurvPbaO+epAkMU1NsNtuISHDrFkwdmzhdWfNCnOUBg6EV1+Frl07rp0iIiIihSibIXZm1g+4GUj9emWhPd41o0wPYAmwA7Cnuy+KrQH527YP8BDQNzrVCPQm9KI5MNndLyny3qcCVwE9o1Nrovumjm9w94lt3EMBkiTm/vvhiCNCQoaFC1vOOWpLczMMHQpLlsB998Hhh3dcO0VEREQKURZD7MysF/AA8F/A28CNhEAhu3Hrgd9Fzz4xrue30baewD2E4Oh5YG937wNsA/yGEMhdbGbt+Lv5f+79JWAaIRi6Chjs7r3dvRehp+xkYF4sb0SkgyxcGPbjxrUvOIJQfty48HpRp/y5Q0RERKTjxDkH6Uzgo8CTwF7ufhqwupWyf472nfW35knALoT2HO3u8wHcvdHdvwvcFZW7uD03NbPtgWsIAdZkdz/L3V9JXXf3d939D+5+YwzvQaTDrI7+S62vL65+qt6qVfG0R0RERCQpcQZIXyAMVTvH3Ve2UXYB8CEwLMbn53NStL/V3ZfluP6raL+fme3Rjvt+g9ALtRD4RQntE0lU795h39hYXP1Uvbq6eNojIiIikpQ4A6ShwEbgmbYKephg0whsHePzczKzOmD/6HBWK8WeJCRsADisHbdPBV43u3tzEc0TKQvDoj9VzJwZ5hS1R3NzqAdhLpKIiIhIJYszQOoKbPICsguYWVegjhxzlDrAcMIQOID5uQpEwU00C4M9C7mpmfUFdo8OHzOzw8xslpl9YGZrzewlM7vEzLYrptFmVtAmEocxY0IWusWLwyKw7TFnTkjQMGhQ+7LfiYiIiLRXZ/yOHGeAtBToaWY7F1D2M8CWwOIYn9+a/hmv38pTLnWtf54ymXbPeD2WkKBiLCFQhBCYnQe8YGbDC7ynSCK6dYNJk8LrKVNC2u9CNDWF8hDqK8W3iIiIVLo4A6Q50f4b+QpFGeV+SZivdF+Mz2/NVhmv1+Uptzba9y7wvltnvJ5M6J060N3ro3scAfybsN7SHWbWxrKbIsk6/XTo2xfmzoWJE9sOkpqaQrlHHgn1Tjutc9opIiIi0pHiDJB+DWwAvmdmZ5tZ98yLZtbFzMYR5vt8nDDn58oYn9+ajhqHlvmz2wQc7+5PQxiy5+73A6dG14cDx3dQO0Ri0a8fzJgBPXrA9OkwenRYBDZ7TlJzczg/alQo16NHqNevXzLtFhEREYlTbL0a7v66mX0V+F/gUmAKYRgdZvYMYUhab0LAsgH4sru/F9fz88hMNd4TaC0Rca8c5Qu9773uvtlwQXe/18wWERJYjAb+r8B7a6FYScSIEfD1r8PVV4eepLlzYfDgsM5RfX3IVjdzZphzBKHnaMaMUE9ERESkoxX6O3Ip85BiHfbl7n82s08RAqSDMy7tl/H6SeAsd382zmfnkTnvaADpZAzZBkT7t4u4b2v3TF0bCgws8L4iiWlqCgFPpiVLQsCUadAgOOOMMMROPUciIiJSTWKfF+PufwM+ZWa7EYKk/oThaO8CT7h7vmCiI7xMmO9kwF7kCGbMrAvpNZleKvC+rxDmNPWM7t8WdQlJ2bvrLnjjjfRx9+5w003w7rthEdi6upDKe+xYJWQQERGR6tRhiQPc/RVCEJEod18VDfH7BDAG+HOOYgcCfaLXDxZ432Yzexg4HMi3uGwq8Hq9oAaLJOjSS1sen3wyfOlLybRFREREJAlxJmkoZ7dG+5PMLFca7+9G+2fb2cP1P9H+SDMbkn3RzI4kDK+DzsnYJ1K0p5+GefNanjv33ESaIiIiIpKY2AIkM9vWzMaa2YE5rg0ws9vN7J1oIdX/NbMBue7TQa4j9ODUAX8xsz2jdtWZ2S+BE6Jyk7PavauZebSNz3Hf24FnCT1xd5rZJ6J6qYx9N0Tlngbujfk9icTq8stbHo8ZA3vtlUxbRERERJIS5xC704GLgMuAp1InzawH8AjwEdIpt78A7G9mH3f3NTG2ISd3X2dmxxKGz+0HzDezRkJWvS6E+UGT3X12O+/bbGbHAXOBvYGnzWwVYbHYVFa8hcCJrrR0UsaWLYM//rHlOfUeiYiISC2Kc4jdf0X7W7LOjwd2A94HzgBOAZYBg4EzY3x+Xu7+IiGIuYIwN6o7sJzQszPG3S8p8r5vAvsCPwH+SQiOHHge+AFwgLsvLfkNiHSgq69uuTDssGEhtbeIiIhIrbG4OjbM7DVCKuut3H19xvkHgc8Ak9x9WnRuFDAHeNrdD4qlARXOzFp8EOpwks6ydi0MHAjvv58+d8018I1vJNcmERERkVJkr4Pk7gUvjBRngLQGWO/ufTPOdQMagS2A7dx9ZXTegI3AanffJpYGVDgFSJKUqVNh0qT08dZbw5tvwlZbJdYkERERkZKUEiDFOcTOgOxfqfYHegAvpoIjgGg+zkrCGkIikhB3uOyyludOP13BkYiIiNSuOAOkpcAWZrZPxrnjov2jmQWjhVnrgIYYny8i7TR7NixYkD7u2hXO7LSZgSIiIiLlJ84A6SFCL9LvzOwTZnYM8E1CwoIZWWX3JAy7ezPG54tIO2X3Hp14YpiPJCIiIlKr4kzz/QvgK8BBwJPROQMed/eHssoeQwicspalFJHOsmABzJzZ8pxSe4uIiEiti60Hyd1fAz5LWBNoPfBv4PfAsZnlzKwrcBoheHogrueLSPtkLwx70EFhExEREallsWWxK/iBIaVEfXTYqAVUA2Wxk860fHkYSrduXfrcbbfBF7+YXJtERERE4lJKFrs4h9gVJCODnYgkZOrUlsHRzjvDCSck1x4RERGRchFnkgYRqQAffghXXdXy3FlnwRZbJNMeERERkXLSIT1IZrYLMAIYQFgbqdUuLXf/aUe0QURy+9Of4K230se9esHEicm1R0RERKScxBogmdkA4DrgiEKKEzLZKUAS6STucOmlLc+dcgpsu20y7REREREpN7EFSGbWh5DBbjfgPUIK72OBdcAdwA6EFOB10fV743q2iBTmiSfgb39ree6cc5Jpi4iIiEg5irMH6dvAYOBpYJy7rzCzZmClu38NwMx6AT8Evg80uftpMT5fRNqQvTDsEUfAsGGJNEVERESkLMUZIKUWf/2eu6/IVcDd1wKTzWwL4P+Z2cPufkuMbRCRVrz+OtxxR8tzWhhWREREpKU4s9gNBpoJQ+sybZmj7C+ivXqQRDrJVVdBc3P6eK+9YPTo5NojIiIiUo7iDJC6ERZ+3ZRxbg1Qb1krNbn7e8AK4KMxPl9EWrF6NVx/fctz554LVvCSaSIiIiK1Ic4AaRmwtZll9hi9CXQFWsxyMLOewNZArxifLyKtuOkmWJmxPHPfvnDSSYk1R0RERKRsxRkgLYr2u2WceyLan5FV9lxCmu8lMT5fRHJobobLL2957owzoGfPZNojIiIiUs7iDJDuJQQ9x2ec+120P8vM7jWzi8zsHuDnhIQO02N8vojkcN99sHhx+niLLeCb30yuPSIiIiLlLM4sdncChwG9Uyfc/W9mdh5wCXA4MI4QRAH8GfhNjM8XkRyyU3t/8YswYEAiTREREREpe+buHf8Qsz2BzwE7AyuBOe4+p8MfXEHMrMUH0Rmfi1S/v/8d9t235blnnoH990+mPSIiIiKdIStHHO5ecGqqOHuQWuXuLwEvdcazRCQte+7Rpz+t4EhEREQknzjnIIlIGfn3v+GWrGWYtTCsiIiISH4KkESq1LXXwoYN6eNdd4Vjj02sOSIiIiIVIfYhdmY2DjgR2BvYBtgiT3F398Fxt0Gk1m3YANdc0/Lc2WdD167JtEdERESkUsQWIJnZFsDtQOpv1IVMhFImApEOcPvt8O676ePeveHUU5Nrj4iIiEiliLMH6TzgOELQcy9wF7AMWB/jM0SkDe5w6aUtz516KvTpk0x7RERERCpJbGm+zWwBMBQ4391/GctNa4jSfEtc5s6Fz3wmfWwG//oXDNZgVhEREakRpaT5jjNJw65AM3BljPcUkXbKXhj2mGMUHImIiIgUKs4epLeB7u6+bSw3rDHqQZI4LFkCu+8ehtml/PWvLXuURERERKpdufQgzQX6mNnAGO8pIu1w5ZUtg6OPfQxGjkysOSIiIiIVJ84A6eeEhAy/iPGeIlKgxka48caW5849N8xBEhEREZHCxBYgufs/CVnsxpnZ/Wb2GTPbKq77i0h+N9wAq1alj3fYAb70peTaIyIiIlKJikrzbWab2igyNto2G/+Xxd099sVqRWrNpk1wxRUtz33zm9C9ezLtEREREalUxQYncQ3a0eAfkRjccw+89lr6eMst4YwzEmuOiIiISMUqNkD6SKytEJGSZC8Me9JJsP32ybRFREREpJLFluZbSqM031KsZ5+FAw5oee6FF2DffRNpjoiIiEjiyiXNt4gk4PLLWx4fdpiCIxEREZFildyDZGYfAyYB+wP1wArgKeBad19QYvtqhnqQpBhvvw277AIffpg+d889cPTRybVJREREJGml9CCVlEHOzM4GfktItpD50E8AZ5jZqe5+SynPEJHWXXNNy+BoyBA48sjk2iMiIiJS6YruQTKzA4AnCcP0NgDPAMuAQYQAqSth4di93f2VWFpbxdSDJO21bh0MGgTvvZc+d+WVcOaZybVJREREpBwkNQfpzKj+fEIQ9Gl3/5K7HwwcACwFuhOG34lIzG69tWVw1KcPjB+fWHNEREREqkIpAdIhgAOT3H1J5gV3fxH4DmHY3SElPENEcnDfPLX3xInQu3cy7RERERGpFqUMsVtDGEbXy92bc1zfDvg38Jq771ZSK2uAhthJezzwAIwZkz7u0gVeeSUkbBARERGpdUkNsesJvJ8rOIoakRr806OEZ4hIDpdd1vL4hBMUHImIiIjEoaQsdiLS8ZqaYM4cWLgQVq+GtWvh3ntbljn33ESaJiIiIlJ1FCCJlKmGBpg6Fa67DpYubb3cxz4GBx/cac0SERERqWqlzEFqJiRpKIW7u4I0NAdJWpo3D445BpYvD8dDhsC4cVBfD42NMHMmLF4crvXuDbNnw4gRybVXREREpJyUMgep1ACpVO7uXWO4T8VTgCQp8+bBqFGwfj2MHAmTJ8Po0SERQ0pzc0jUMGUKzJ0LPXrAQw8pSBIRERGB5AKkU4qqmMXdp8dxn0qnAEkgDKsbPjz0HI0fD9dfD93y9LE2NYX03tOnQ9++sGAB9OvXac0VERERKUulBEhFD29TYCMSv6lTQ3A0cmTbwRGE69OmwWuvhZ6k668PPU4iIiIiUpyie5AkXupBkqYm2G23kJBh1iwYO7bwurNmhTlKAwfCq69CVw1cFRERkRqW1DpIIhKjOXNCcDRkSJhz1B5jxsDgwaH+7Nkd0z4RERGRWqAASaRMLFwY9uPGtUzIUIguXUI9gEWL4m2XiIiISC1RgCRSJlavDvv6+uLqp+qtWhVPe0RERERqkQIkkTLRu3fYNzYWVz9Vr64unvaIiIiI1CIFSCJlYtiwsJ85M6xz1B7NzaEewNCh8bZLREREpJYoQBIpE2PGhCx0ixeHRWDbY84cWLIEBg1qX/Y7EREREWlJAZJImejWDSZNCq+nTAlpvwvR1BTKQ6ivFN8iIiIixdM6SGVC6yAJQEMDDB8eFos95ZSwCGy+xWKbmmDiRJg+Hfr2hQULoF+/zmuviIiISDnSOkgiVaJfP5gxA3r0CEHP6NFhEdjsOUnNzeH8qFGhXI8eoZ6CIxEREZHSxNaDZGYXtLPKBmAFsAB42t3Xx9KQCqUeJMk0bx4cfng6M93gwWGdo/r6cG7mzDDnCELP0YwZMGJEcu0VERERKSel9CDFGSA1A8XerBG4Gvipu2+MpUEVRgGSZPvyl+G221q/PmgQnHFGGGKnniMRERGRtHIJkG4iBEjHAlsDa4BngbeiIv2B/YHewAfADKAPsB8wMKo7BzjC3duZ5LjyKUCSTBs3wg47wIoV6XPf/Cb07x/WORo6NGSrU0IGERERkc2VS4BkwJ+Ao4HJwNXuvi6rTA/gW8AU4E53/1J0/svANKAHcKq7T4+lURVEAZJkuu8+OPLI9PF228Hbb+dP2CAiIiIiQbkkaTgbOA74trv/Ojs4ihq23t1/A/w/4PNm9q3o/P8SgioDTo6xTS2Y2Y5mdrmZLTGz9Wb2rpnNMLNRMT6jt5ktNTOPtvFx3Vtqxx//2PL4c59TcCQiIiLSGeLsQXoBGA7Uu/uGNsp2J8w7mu/u+0XntgaWA8vdfftYGtXymfsADwF9o1ONhOF+XQjD+ya7+yUxPOcy4JyMUxPc/aYC6qkHSYAwvG777WHlyvS5Bx4IGetEREREpG3l0oM0BFjdVnAEEJVZDeyecW4FIatdnxjbBICZ9QTuIQRHzwN7u3sfYBvgN4Seq4vNbGyJz9kPOBN4qrQWSy2bM6dlcNSvH4wcmVx7RERERGpJnAHSBmBrMxvYVkEzG0QITj7MOGfAVoQgKW6TgF0IQdnR7j4fwN0b3f27wF1RuYuLfYCZdQGuiw6/UXxTpdb93/+1PD7hBA2vExEREekscQZIT0b7q82s1V/nzKwrcCVhWNsTGZd2ArYE3o6xTSknRftb3X1Zjuu/ivb7mdkeRT7jLOAA4Hfu/nyR95Aat2ED3HVXy3Nf+EIiTRERERGpSXEGSFMIQc+RwDNmNt7Mdo+SFvSOXk8gpP4+Kip7UUb946L9YzG2CTOrI6QXB5jVSrEngdSgpsOKeMZOwM+Ad4Eftre+SMoDD2w+vO7QQ5Nrj4iIiEitiW3gjrs/bmanAlOBfYAbWilqwEbgDHefl3G+DrgF+ENcbYoMj54JMD9XAXdvNrOFwCeBPYt4xpWE9n/T3Ve2VbgQ2RPLWqNkDtUle3idsteJiIiIpBX6O3IpYv3Vy91vNrOnCCm7jwXqs4o0AncDF7v7y1l1i57/04b+Ga/farVUywVtC2ZmRwPHAw+7e9zBndSQXMPrPv/5RJoiIiIiUrNi/9u0uy8ETomSLuwGbEfowWkAXvHO7/LYKuP1ZmszZVgb7XsXemMz2wq4ipBs4lvtb5pImobXiYiIiCSvwwbvRIHQkmhLUkf2w/0UGAT80t1f6sDnSA3Q4rAiIiIiyauFX79WZ7zuCaxqpVyvHOVbZWYfIywIu5QQKMVKc4tqy4YNcPfdLc9peJ2IiIhIS4X+jlzKXKUOCZCitZD2Iqx1tEW+su5+c0e0IUPmvKMBwMJWyg2I9oWmGb8c6Ar8gLCMU2tD87pH15rdfW0rZaTGZS8Ou/32Gl4nIiIikoRYAyQzO5AQOHyiHdU6OkB6mZBS3AhB22YBUrTI67DosNChcrtE+7baf220vQ7sWuC9pcZocVgRERGR8hDbr2Bmtj/wENCDEIy8CSwD1sf1jGK4+yoze4YQtI0B/pyj2IFAn+j1g53VNhHQ4rAiIiIi5STOv1FfSJjj8w9ggrs/F+O9S3UrIUA6ycx+6u7Zw+i+G+2fjbLwtcndd8133cxSAyQnuPtN7Wir1Jg5c6CxMX2s4XUiIiIiyekS470OJgxlO6nMgiOA6whD3OqAv5jZngBmVmdmvwROiMpNzqxkZruamUfb+M5ssNSOXIvDdu2aTFtEREREal2cPUg9gNXu/s8Y7xkLd19nZscShs/tB8w3s0bCmkddCIHdZHefnWAzpQZpcVgRERGR8hJnD9JiQsa2spxa7u4vAnsDVwCvAN2B5cC9wBh3vyTB5kmN0vA6ERERkfISZzDze+C3wLHAHTHeNzbu/g5h7aJzCiz/GkUuNOvuHblArVSJXIvDanidiIiISHIsrgVJo1TZ9wIHAMe4+xOx3LhGZCR1ALRQbC3YsCH0GGX2ID30EHz2s8m1SURERKQaZC8U257Oizh7kH4I/I2QMvsxM3s0Ol6Vr5K7/zTGNohUjNmzNbxOREREpNzEneY7tSArwKHAp/OUt6i8AiSpScpeJyIiIlJ+4gyQbiYEPCLShg0b4O67W57T4rAiIiIiyYttDpKURnOQasuMGXDMMenjHXaAZcvUgyQiIiISh1LmIMWZ5ltECqThdSIiIiLlSQGSSCfLNbxOi8OKiIiIlAcFSCKdLDt73Q47wKfzpTMRERERkU5TVJIGM9sUvXzZ3ffKOtce7u5xJooQKXtaHFZERESkfBUbnFjWPvt1e+8jUhPWr4d77ml5TsPrRERERMpHsQHSR6L9hznOiUgrNLxOREREpLwVFSC5++uFnBORlpS9TkRERKS8KUmDSCfJNbxOi8OKiIiIlJfYAiQzazazZe0o/6qZNcX1fJFyl2t43ac+lVx7RERERGRzcfcgtTfpgpI0SM3IHl534okaXiciIiJSbpIcYtcdKCY1uEjFWb9ei8OKiIiIVIJEAiQz2xHYHngvieeLdLbZs2HVqvTxjjtqeJ2IiIhIOSp6kVYzOxT4TNbp3mZ2Qb5qwNbAuOj148U+X6SSaHFYERERkcpg7l5cRbMfAz8GUjewjNd5q0b794HPuPs/i2pAlTGzFj+7Yj8XKT/r18P227fsQXr4YRg5MrEmiYiIiFQ1s5apDty94NwHRfcgAS8A0zOOTwHWA3/MWTpoBhqB+cCd7r68hOeLVIRZszS8TkRERKRSFB0gufvdwH+mnZvZKcBKd58QR8NEqoUWhxURERGpHKX0IGX7LLAxxvuJVDwtDisiIiJSWeLMYjcSGFFoYTM7u42EDiIVL9fwukMOSa49IiIiIpJfnAHShcB321H+24QkDyJVS4vDioiIiFSWJBeKFalquYbXaXFYERERkfKWZIC0HbA2weeLdKjs4XX9+2t4nYiIiEi5izNJQ0HMrA8wAdgKeLGzny/SWbQ4rIiIiEjlKTpAihaKzU6ysIOZbSrwFg7cUuzzRcrZunXKXiciIiJSiUrtQcpckdazjvN5C5gG/KbE54uUpVmzYPXq9LGG14mIiIhUhlICpMuAm6LXBrwCNACfzFOnGWh095UlPFek7OVaHLaLUqKIiIiIlL2iA6QoyPlPoGNmjwDvufvrcTRMpFJpeJ2IiIhI5YotSYO7fyaue4lUMg2vExEREalcHZLFzsy6AfsDA4Fe7n5zRzxHpBzlWhxWw+tEREREKoO5e7w3NDsP+B6wTeqcu3fNuL418DjQHTjI3d+LtQEVysxafBBxfy7SOdatg+23b9mD9Mgj8OlPJ9cmERERkVpj1jJ3nLsXmkwu3oVizewWYAohOHoFaMou4+4rgIeBjwDHx/l8kaRpeJ2IiIhIZYstQDKzLwFfBt4GRrj77sD7rRS/lZD57ti4ni9SDrIXh9XwOhEREZHKEuevbl8nrIV0jrs/3UbZZwgpv/eJ8fkiiVq3DmbMaHlO2etEREREKkucAdLHCUHPjLYKuvsGQorwfjE+XyRRM2e2HF43YAAcfHBy7RERERGR9oszQOoNrHH3jQWW7w5sivH5IonS4rAiIiIilS/OX98agDozq2+roJntBfQC3ozx+SKJ0fA6ERERkeoQZ4D0eLT/UgFlLyDMV/prjM8XSYyG14mIiIhUhzgDpCsJmel+amb75ypgZtuY2TTg84QA6aoYny+SGC0OKyIiIlIdYvsVzt0fB34FbA/MM7MHgXoAM/u1md1HGFI3IapygbvPj+v5IklZtw7uuafluc9/Ppm2iIiIiEhpzN3jvaHZOcDPCEkbUpzQuwSwBjjf3dV7lMHMWnwQcX8u0nHuvBNOOCF9PGAALF2qHiQRERGRpJhZi2N3t1aKbqZb3I1x98vN7Cbgc8DBQH9CT9W7wBPA/7l7awvIilQcLQ4rIiIiUj2K7kEysxOAR9z9vXibVJvUg1SZ1q2Dfv1gzZr0ucceg0MOSa5NIiIiIrUuqR6kPwFuZguAR4C5hIDp7RLuKVJR7r+/ZXC0004wYkRy7RERERGR0pQ6xM6APYHhwCQAM1tCCJZSAdMbJT5DpKw0NcGcObBwIdx4Y8trGl4nIiIiUtlKCZD6AZ8GDo22fYGuwBBgMHAqgJm9QRQsAXPdfUkpDRZJSkMDTJ0K110XkjDksm5dKNevX+e2TURERETiEVsWOzPrDRxCOmA6AOgeXc58yNu0HJK3IJYGVDjNQSpv8+bBMcfA8uXheMgQGDcO6uuhsTEsFLt4cbjWty/MmKGhdiIiIiJJKWUOUuxpvv9zY7PuwIGkA6YRwFbR5dRD3d1jz6RXiRQgla9582DUKFi/HkaOhMmTYfTolkPpmpvhgQdgyhSYOxd69ICHHlKQJCIiIpKEsgyQNnuQWVfgE8DZwBcIqb/d3bt2SgPKnAKk8tTQAMOHh56j8ePh+uuhW56QvqkJJk6E6dNDT9KCBRpuJyIiItLZSgmQOnQ6uZl1M7ODzez7wD3A/cAXM567qSOfL1KqqVNDcDRyZNvBEYTr06aF8suXhzoiIiIiUjli7UEys56ExWEPJSRwOBDoQch2B7AOeBp4FHgMmOfuq2NrQAVTD1L5aWqC3XYLCRlmzYKxYwuvO2tWmKM0cCC8+ip0VT+piIiISKdJbIidmW0NfIp0QLQfITNeqgHLgccJwdBjwDPu3lT0A6uYAqTyc//9cMQRISHDwoXtS9/d3AxDh8KSJXDffXD44R3XThERERFpKZGFYs3sBWBvQjCUeuBrpIOhR5WhTirZwoVhP25c+9c26tIl1Lv6ali0SAGSiIiISKUoJYPcPoRsdO8ClwJ/cPe3Y2mVSBlYHQ3+rK8vrn6q3qpV8bRHRERERDpeqUkaDNgRuAR43Mymm9lEM9uj9KaJJKt377BvbCyufqpeXV087RERERGRjldKD9KOpOceHQp8FDgZ+CqAmb1HNNQu2p539+aSWivSiYYNC/uZM8OcovbOQZo5M7weOjT+tomIiIhIx4gti52Z1RMSNqQCpv2BLUkvCrsaeIJ0wPSUu2+I5eFVQEkayk8cWewGDYJXXlEWOxEREZHOVBbrILl7o7vf5+7nu/shwNbAYcCFwF+jZ40FfhYdrzSzR+N6vkjcunWDSZPC6ylTQsBUiKamUB5CfQVHIiIiIpUj1nWQ8j7IrCvwSeAs4AuEgMndXb8+oh6kctXQAHvsAe+/D6ecEhaBzbdYbFMTTJwI06dD376wYAH069d57RURERGRMulBysXMupnZCDM7D7gHuA/4Ium04CJlrV8/OOqo8Hr6dBg9Ogyfa86aTdfcHM6PGhXK9egBM2YoOBIRERGpNLH2IJlZD2AEYQ7SocCBQM/U5Yyi7xHmIc119ytia0AFUw9SeVqyBPbcEzZubHl+8OAwx6i+PmSrmzkzlIXQczRjBowY0fntFREREZHSepBKCpDMrI6QmCEVEO0PbJG6nFH0LaKACHjE3V8q+qFVSgFSeTruOLj77vRxXR306QNvvrl52UGD4IwzwhA79RyJiIiIJCeRAMnMngH2JT1ML/OhrwOPkA6IFhf1kBqiAKn8zJmzeea6m2+Gr3wFZs+GRYvCIrB1dSGV99ixSsggIiIiUg6SCpAyZ2H8iygYIgybW1rUTTuYme0InA8cBewErASeBi5z9weLuN8g4ARgFCFY3AHYCLwC3A9c7u5vF3gvBUhl5MMPYd99Q5KFlBEj4LHH2rcekoiIiIh0vqQCpKtIB0TvFnWTTmRm+wAPAX2jU41Ab6JsesBkd7+kHfcbSOgpy/xhNwJbAal+hA+Az7n7Xwu4nwKkMnLZZfDtb6ePzeDpp+GAAxJrkoiIiIgUKJEsdu5+prv/sa3gyMw+b2ZfK/Y5cTCznoQsen2B54G93b0PsA3wG0KQc7GZtWMp0P8EQfcCnwe2je7ZCzgCeDW6/11Rz5VUiIYGuPDClucmTFBwJCIiIlILOnwdJDN7G+jn7nlWj+lYZnYucCmwGtjD3ZdlXb8TOA54zt33L/CefYBd3f3FVq7vQQjGegAXuvtP2rifepDKxOmnw/XXp4/r68N8ox12SK5NIiIiIlK4sl0HKUPS6x6dFO1vzQ6OIr+K9vtFgU2b3H1la8FRdP1l4MnosKCgS5L37LNhMdhMP/6xgiMRERGRWlH1082jVOSpAGVWK8WeJCRsADgsxscvj/btzm1mZgVtEh93OOecsE8ZNgzOPDO5NomIiIhIWmf8jlz1ARIwnHQP1vxcBdy9GVgYHe4Zx0PNrBtwSHT4zzjuKR3rf/8XHn+85bnLLoMtt0ykOSIiIiKSgFoIkPpnvH4rT7nUtf55yrTHt4AdgWbg5pjuKR1k9Wr43vdanjv6aBg3Lpn2iIiIiEgyOiNASnoc2FYZr9flKbc22vcu9YFRSvEp0eFV7p6z50rKx8UXw1sZ4fOWW8Jvf5tce0REREQkGR2eWc7dk05x3akBmpn1B+4ipPt+FjivmPsoi13neeUV+M1vWp779rdhyJBk2iMiIiIiuRX6O3Ip85BqYYjd6ozXPfOU65WjfLuY2bbAbOAjwL+AI919fbH3k87xne/Ahg3p4/794Qc/SK49IiIiIpKcWgiQMucdDchTLnXt7WIeEq2LNAvYG3gDGN3WIrqSvDlz4K67Wp77xS+gri6R5oiIiIhIwmIfYmdm44ATCYHCNsAWeYq7uw+Ouw1ZXgacMNRuL9LZ6v7DzLoAw6LDl9r7ADPbCrgPOAB4hxAcvVFsg6VzfPhhSOud6aCD4KSTcpcXERERkeoXW4BkZlsAtwPHpk4VUK3DJ9q4+yozewb4BDAG+HOOYgcCfaLXD7bn/mbWE5gBHExY92i0u/+r+BZLZ7nmGliwIH1sBldcAV1qoV9VRERERHKKswfpPOA4QtBzLyFRwTKgHObg3EoIkE4ys5+6e/Ywuu9G+2fdfbMeptaY2ZaEgOuzwApgrDLWVYaGBvjxj1uemzABPvGJZNojIiIiIuXB4sqWZmYLgKHA+e7+y1huGpOol2cBsAvwHHCyu79kZnXAj4DUCjj/5e6zM+rtCrwaHU5w95syrnUl9Jh9DlhFCI6eLKGNLT4IZbHrWKefDtdfnz6ur4dFi2CHHZJrk4iIiIjEIzuLnbsXnNYuzh6kXQmLol4Z4z1j4e7rzOxYwvC5/YD5ZtZIWPOoC6HXa3JmcFSAQwjBEYR5VnflSSe41N3VN1EmnnsOpk1ree6CCxQciYiIiEi8AdIKoLu751uMNTHu/qKZ7Q2cDxwF7ESYM/Q0cKm7t2vuES0zAPaIttaUwzBDAdzh7LPDPmXYMDjrrOTaJCIiIiLlI84hdrcBnwd2dfelsdy0hmiIXee49dbNs9Tdfz+MG5dMe0REREQkfqUMsYszQNobeAq4292/EstNa4gCpI63Zk3oLVq2LH3uqKNgxozk2iQiIiIi8SslQIotobG7/5OQxW6cmd1vZp+J1gcSKQsXX9wyONpyS7j00uTaIyIiIiLlJ84epE1FVHN3j32x2kqkHqSO9corsOeesGFD+tx558EllyTXJhERERHpGOUyxK65mHrurmU5UYDU0Y4/Hu66K33cvz8sXAh1dYk1SUREREQ6SLmk+f5IjPcSic2cOS2DI4Bf/ELBkYiIiIhsLrYeJCmNepA6xocfwr77woIF6XMHHQSPPw5d1HcpIiIiUpXKIkmDSDm65pqWwRHAFVcoOBIRERGR3DqsB8nMtgf2A/pFpxqA59z93x3ywAqnHqT4NTTA7rvDypXpcxMmwI03JtcmEREREel45TIHKdWYTwE/Bz7dyvVHgB+6++NxP1tqV1NTmGu0cCGsXg29e8OsWS2Do/r6kOpbRERERKQ1sQZIZnYGcCVh6J4BTcDy6HLf6HkjgYfN7Ex3vy7O50vtaWiAqVPhuutg6dL8ZS+4AHbYoXPaJSIiIiKVKbYAycw+DlxFCI4eA34GPOLuG6Lr3QnB0Y+AQ4CrzOxpd38+rjZIbZk3D445BpZHIfiQITBuXOgpamyEmTNh8eJwrWtX+MQnkmuriIiIiFSGONdB+gPwFeCPwFfcPee6SGbWBbgNOBG4xd1PjqUBFU5zkNpn3jwYNQrWr4eRI2HyZBg9umXyheZmeOABmDIF5s6FHj3goYdgxIjk2i0iIiIiHa9cFopdCgwAdnb3t9soOwBYCrzl7gNjaUCFU4BUuIYGGD489ByNHw/XXw/d8vSFNjXBxIkwfTr07Ruy2vXr13p5EREREals5ZLmux+woq3gCMDd3wJWkM5wJ1KwqVNDcDRyZNvBEYTr06aF8suXhzoiIiIiIrnE2YP0b2BrYBt3X9NG2a0IAdIH7r59LA2ocOpBKkxTE+y2W0jIMGsWjB1beN1Zs8IcpYED4dVXw7wkEREREak+5dKD9BzQFTi7gLLnRGWfjfH5UgPmzAnB0ZAhYc5Re4wZA4MHh/qzZ3dM+0RERESkssUZIE0lpPb+mZn93Mz6ZBcws/5m9lvgp4BHdUQKtnBh2I8b1zIhQyG6dAn1ABYtirddIiIiIlIdYkvz7e5/NrP/AU4Gzge+Y2YvAsuA7sAuwO7AFoRAarq73xnX86U2rF4d9vX1xdVP1Vu1Kp72iIiIiEh1iXWhWGA8sAD4PlAPfDJHmUZgCvDrmJ8tNaB377BvbCyufqpeXV087RERERGR6hJrgOQhs8AlZnYFMBbYj3SmugbCPKXZ7r42zudK7Rg2LOxnzgzrHLVnmF1zc6gHMHRo/G0TERERkcoXdw8SAFEAdFe0icRi/Xr4y1/C68WLwyKw7cliN2cOLFkCgwa1r56IiIiI1I44kzSIdJiFC+Ggg+Caa9LnpkwJab8L0dQUygNMmqQU3yIiIiKSmwIkKWvuMH067L8/vPhiy2tz58LEiW0HSU1Nodwjj0DfvnDaaR3XXhERERGpbEUvFGtmN8bwfHf3r8dwn4qnhWI3t2oVfPOb8Ic/bH6tf394/33YsAFGjoTzzw/rHGXOSWpuDsPqpkwJwVGPHvDQQzBiROe9BxERERHpfKUsFFtKgNRMWMuo4IdlSNVzd9dgJxQgZXv2WfjSl8Jco2xf/CJcdx3Mnw/HHAPLl4fzgweHdY7q60O2upkzw5wjCD1HM2YoOBIRERGpBUkFSH8gBDrtNQD4bPRaAVJEAVLgDpdfDv/93/Dhhy2v9ewJV14Jp54Kqe98QwNcfz1cey0sXbr5/QYNgjPOCEPs+vXb/LqIiIiIVJ9EAqT2MrO+hPWRvgH0JPQgPevun+iUBpS5ag6QmprCULeFC8NCr717h3TdY8e2TJbw3nswYUI6U12mvfeG22+HPffM/YxNm2D2bFi0KAzNq6sLqbyznyEiIiIi1a+sAyQzqwO+A5wL1BECo5eAC9z9zx368ApSjQFSQwNMnRqGw7XWuzNpUkiaMH8+nHQSvPXW5uXOOAN++9vQgyQiIiIi0payDJDMrCdwNvA9YBtCYLQEuBC41ashAohRtQVI8+a1nB80ZMjm84NS84t69oR16za/R58+cMMN8LnPdV67RURERKTylRIgxb5QrJltAZwBTAa2JwRGS4GfAb93901xP1PKy7x5MGpUWNh15EiYPBlGj948w9wDD4QMc3Pnbn6PESPg1lth1107rdkiIiIiIvH1IJlZF2AC8CNgICEweheYAlzn7htjeVCVqpYepIYGGD489ByNHx8SKHTLE4an1iiaPj197vzz4Sc/gS226PDmioiIiEgVKqUHKZaFYs3sK8DLwFRgEPABISHDbu5+pYKj2jF1agiORo5sOziCcH3atFAeQpKGKVMUHImIiIhIMkrqQTKz44CfAnsReowagUuB37r7qjgaWCuqoQepqQl22y0kZJg1K2SQK9SsWWGO0sCB8OqryjwnIiIiIsVLah2kp4H9CYHRWuBK4BfuvqKoG9a4agiQ7r8fjjgiJGRYuLDlnKO2NDeHtNxLlsB998Hhh3dcO0VERESkuiWVpOEAwkKxDjwN7AJck92YNri7n1RCG6SMLFwY9uPGtS84glB+3Di4+uqwlpECJBERERFJQqlZ7FLR0Mis40I5oACpSqxeHfb19cXVT9VbpcGZIiIiIpKQUgKk6W0XkVrSu3fYNzYWVz9Vr64unvaIiIiIiLRX0QGSu0+IsyFS+YYNC/uZM8OcovbOQZo5M7weOjT+tomIiIiIFCKWNN8iAGPGhCx0ixeHRWDbY86ckKBh0KD2Zb8TEREREYmTAiSJTbduMGlSeD1lSkj7XYimplAeQn2l+BYRERGRpChAkljtt1/Yz50LEye2HSQ1NYVyjzwCffvCaad1fBtFRERERFqjAEli88YbMCFjZtr06TB6dFgEtrm5Zdnm5nB+1KhQrkcPmDED+vXr3DaLiIiIiGQqeqFYiVelLxS7Zg186lPwwgu5rw8eHNY5qq8P2epmzgxzjiD0HM2YASNGdFpzRURERKSKlbJQrAKkMlHJAVJzM5x4Itx5Z8vz55wD228P114LS5duXm/QIDjjjDDETj1HIiIiIhIXBUhVoJIDpB/+EC66qOW5446DO+4Iqb43bYLZs2HRorAIbF1dSOU9dqwSMoiIiIhI/BQgVYFKDZBuvRVOOqnluX33hcceSy8cKyIiIiLSmRQgVYFKDJCeegpGjoQNG9Lntt8e/va3MHxORERERCQJpQRIymInRVm6NAyjywyOttwS7rpLwZGIiIiIVC4FSNJua9bAscfCO++0PD9tmjLRiYiIiEhlU4Ak7dLcDKecAs8/3/L8eefByScn0yYRERERkbgoQJJ2+fGPQ3a6TMccA1OmJNMeEREREZE4KUlDmaiEJA3/+7/wla+0PPfRj8Ljj4fU3SIiIiIi5UBZ7KpAuQdITz8Nhx7aMilDv34hY90uuyTXLhERERGRbMpiJx3qzTdDUobsjHV33qngSERERESqS7ekGyDloakJ5syBhQth9eqwyOuwYXDIIbkz1k2dGq6JiIiIiFQTBUg1rqEhBDvXXRfWNsrWqxesXdvy3Pe+FzLZiYiIiIhUG81BKhNJzEGaNy9koFu+PBwPGQLjxkF9PTQ2wsyZsHhxyzpHHRUWg+3atcObJyIiIiJSlFLmIKkHqUbNmwejRsH69TByJEyeDKNHQ5eMWWnNzfDAAyGF99y5YAbnnKPgSERERESql3qQykRn9iA1NMDw4aHnaPx4uP566JYnVG5qgokTYfp06NsXFiwIGexERERERMqRsthJu0ydGoKjkSPbDo4gXJ82LZRfvjzUERERERGpRupBKhOd1YPU1AS77RYSMsyaBWPHFl531qwwR2ngQHj1VQ21ExEREZHypB4kKdicOSE4GjIkzDlqjzFjYPDgUH/27I5pn4iIiIhIkhQg1ZiFC8N+3LiWCRkK0aVLqAewaFG87RIRERERKQcKkGrM6tVhX19fXP1UvVWr4mmPiIiIiEg5UYBUY3r3DvvGxuLqp+rV1cXTHhERERGRclJTAZKZ7Whml5vZEjNbb2bvmtkMMxtVjvftCMOGhf3MmWGdo/Zobg71AIYOjbddIiIiIiLloGay2JnZPsBDQN/oVCPQmxAkOjDZ3S9J6r6VlMVu0CB45RVlsRMRERGR8qQsdm0ws57APYQg5nlgb3fvA2wD/AYw4GIza0e40HH37UjdusGkSeH1lCkhYCpEU1MoD6G+giMRERERqUY10YNkZucClwKrgT3cfVnW9TuB44Dn3H3/JO7bWT1IAA0NMHx4WPT1lFPCIrD5FottaoKJE2H6dOjbFxYsgH79Oqx5IiIiIiIlUQ9S206K9rdmBzGRX0X7/cxsjzK4b4fq1w9mzIAePULQM3p0GD6XPSepuTmcHzUqlOvRI9RTcCQiIiIi1arqe5DMrA5YSRju9jl3/3OOMl2A94E+wLfc/ZrOvm9n9iClzJsHxxwTepIgLAI7blxI5d3YGBIyLFkSrvXtG4KjESM6vFkiIiIiIiUppQcpz8CqqjGcEMQAzM9VwN2bzWwh8Elgz4TvC2z+obamlEDq4IPDcLnrr4drrw3B0NVXtywzaBCccUYYYqeeIxERERFJUqG/I5eiFgKk/hmv38pTLnWtf54ynXHfTtWvH0yeDOedB7Nnw6JFYRHYurqQynvsWCVkyCXHXyUSaomUA30fJJu+E5JJ3wfJpu9EeauFAGmrjNfr8pRbG+17J3zfRHTtCocfHjYRERERkVpVC0kaOqofruP790REREREpFPVQg/S6ozXPYFVrZTrlaN8EvcF1NUqIiIiIpKt0N+RS5mrVAs9SJnzgwbkKZe69nbC9xURERERkYTUQoD0MpAKNffKVSBKxz0sOnwp4fuKiIiIiEhCqj5AcvdVwDPR4ZhWih1IWKsI4MEk7ysiIiIiIsmp+gApcmu0P8nMcqXb/m60f9bdF5bBfUVEREREJAG1EiBdB7wO1AF/MbM9Acyszsx+CZwQlZucWcnMdjUzj7bxcd1XRERERETKUy1kscPd15nZsYRhbvsB882skbA2URfCXKLJ7j67HO4rIiIiIiLJqIkACcDdXzSzvYHzgaOAnYDlwNPApe5e1ByhjrpvKakJpfPp85JM+j5INn0nJJO+D5JN34nyYlpvpzyYmT4IEREREZEO4O4FR6G1MgdJRERERESkTQqQREREREREIhpiJyIiIiIiElEPkoiIiIiISEQBkoiIiIiISEQBkoiIiIiISEQBkoiIiIiISEQBkoiIiIiISEQBkoiIiIiISEQBklQsM9vNzC41swVmttrMVkavbzSzka3U2dLM/tvMXojqrDCzJ8zsdDNrc4VlM/u8mT1kZsvNbG30vJ+bWV0BdQ8ws9vM7C0zW29mb5jZNDMbUkDdHc3scjNbEtV918xmmNmoturWAjPrYmYTzOwBM2swsw+jz/YpM/tBvs9H34nKY2Z1ZnaMmf3MzO43s/fMzKNtjwLq19xnXup7LmfFfh/MrN7MTjaz/zGzl6PPcl308/29mX28wOfr+1BGSv33Icf97sqof1MB5fV9qAburk1bxW3AqcBawKNtddbxtBx16oFnMsqsATZkHM8AuuV55tSMsh8CqzKOlwAD8tQ9JarjQDOwIqvth+Wpuw/wXkb5lcCmjHt9P+nPI+HvQi/gwYyfT+pn1Jxx/Bqwm74T1bEBx2V93pnbHm3UrbnPvNT3XO5bsd8H4F9ZZdfQ8v8jTcB32ni2vg9ltpXy70OOex2bVf8mfR9qY0u8Adq0tXcDvkT6l98ryfjFF9gB+Cpwao56t0d1lgNHAQZ0jf5RWhddu6iVZ34jur4J+C7QPTp/MOGXbwcea6XuPsDGqMwfgH7R+V2A2dH5D1Lns+r2zLj/c8Be0fl64NcZ/4CNTfpzSfD7cHHG/wTOB/pE57eMvisfRNcf0neiOjbCL0DvAvcCFwKnZbzvtgKkmvvMS3nPlbAV+32IfqbPAd8EdonOdYk+q4cy7nGEvg+VsxX7fchxn97AG4RgYwFtBEj6PlTXlngDtGlrzwZsD7wf/Qd7fjvqfTzjH4ljclw/J7q2Ftg+61r36B9bB37byr1TAdvROa7fFV37G9A161rqH2AHfpOj7rnRtVXATjmu3xldfzbpzybB78Tr0c/ghlauj8/47LfRd6Lytxw/s10zPst8vxDX3GdeynuulK2E78On81zrCbwU3eOvOa7r+1CmW7Hfhxz3uTSqczbwMHkCJH0fqm9LvAHatLVnA34c/cf6MtClHfV+larXyvWepLuzz8i6diTpHorN/vGJyqT+wnNb1vmtSf9V6Mut1J0cXX8LsKxrf4uuXddK3YOL+Ye/mjZgffT+z2zl+kczfkY7ZZzXd6JKNgr/hbjmPvNS3nOlboV+Hwq4T+r/N405run7UCFbMd8HYD/CEMvnCb0pD5M/QNL3oco2JWmQSnNStL/Z3ZvbUe+z0X52rovuvg54NDo8rJW6/3T3Za3cf1YrdT8FbJHv2Rl1+wPDUyejCZ37Z5XJ9iSh+z/Xs2vFa9G+tQnVqZ/hu4T/uaToO1F7avEzL+U917rl0b5rjmv6PlQpM+sCXEcYbvlNd99UQDV9H6qMAiSpGGbWF9g9OnzMzA4zs1lm9kGUKeYlM7vEzLbLqmdAKnPN/DyPeCna75l1PnVcSN1+Wc9P1X3H3ZeT20sZrzOfPZwwFrjVZ0dB4sIcdWvJ9dF+gpl938z6wH+y8nyR9DCJ73r0JzF9J2pPLX7mMbznWjcy2v8zxzV9H6rXmcABwI3u/kSBdfR9qDIKkKSS7J7xeizwQLRP/XVvOHAe8IKZDc8oWw9sFb3O7EHIlrrWP+t8/6zr+epm12+zbvQXmhV56hb67Ox214rLgKsJ/5O4GFhhZisIk0tvIwzHPMbd/5BRR9+J2lOLn3mp77lmmdl+wPHR4e9zFNH3oQqZ2U7Azwm9h+e1o6q+D1VGAZJUkq0zXk8m/MXjQHevJ0xiPAL4N7ATcIeZdYvKbpVRb12e+6+N9r2zzqfqF1I3u34hdVt7dqntrgnR8Idzge8QxowD9CH971sd0C+rmr4TtacWP3N9X4oQDVu6hfDHt+eAaTmK6ftQna4g/D/j+3l6c3LR96HKKECSSpL5fd0EHO/uT0PoQnb3+wnrI0HoTUr99S9zkTMv4rmp+knVlTzMbEfgceA3hF9q9iX8Q747Ie33bsCNZnZxZrWM1/pO1IZa/MxLfc81J/rD2q2EoUcrgC+5e1OuotFe34cqYWZHAScQ5uzc0N7q0V7fhyqhAEkqyeqM1/e6++LsAu5+L7AoOhydo16vPPdPXVuddX511vV8dbPrF1K3tWdnvu7Zzrq15Gbgk4Q03+Pd/e/uvsbdF7v7JcCkqNx/m9ne0Wt9J2pPLX7mpb7nmhJNzr+JsBbMWkI65n+1UlzfhypiZlsRhmpvIiRmaG/AoO9DlVGAJJUkc4zswlZLpa8NjPaNhJWhAQbkqZe69nYrzy2kbnb9NuuaWU/Swwdz1S302dntrnpmticwJjq8NFcZd/8fwnjyLoRffEDfiVpUi595qe+5ZkQT1n9HyJS6kTBC4bE8VfR9qC7/DQwCbgT+ZWa9MzfSc527ZZzP7IHR96HKKECSSvIK6XGyhfx1xwGivwQtiM7tlad8KkPLS1nnU8eF1G1w9/dy1N0xysKXr272s18m/T5zPjv6i+ewHHVrRWYyjlfzlHsl2u8K+k7Uolr8zGN4z7XkMuB0wjzGL7l7a+mWU/R9qC67RPvTCAuuZm+fiq6flHFul4z6+j5UGQVIUjGiVJUPR4d75Cma+ofg9Yxzf432Y8jBzHoAn44OH8y6nKq7l5m19leWsa3UfQz4MHo9mtxSdd8m/Y8V7r4KeCZfu4EDCQkJcj27FmSuhTUoT7nU/8hWZZzTd6L21OJnXsp7rgnR/MSzCf+enOLudxZQTd8HyaTvQ7VJeqVabdraswFfJvy15ENgSI7rqdWsHTgq4/zHc53PuH5WdG0tsH3Wte6ERUYd+HWOuvsSxi23du+7omtPAV2yrm1FCORau/e50bVGoH+O63dE159J+rNJ6PvwkYzP9TetlDk6o8yJ+k5U30boGcy5UnxWuZr7zEt5z5W6Ffp9iMr+KCrXDHy9Hc/Q96FCtvZ8H/Lc4+Go/k36PtTGlngDtGlrz0bo9Xwm+g/2H8AnMs6PA97J+EfGsureHl17DzgiOtcV+Fr0H78DF7Xy3G9E1zcR0kl3j86PIAzfcuCxVuruSxjT7oSEAttF5wcRVr524AOgX466PYHXojLPAntG5+uAX2b8wzY26c8mwe9E6me4ibAO0vbR+d7AeML8IycMwdtS34nq2IDtMrbM/8kflHUt+5eNmvvMS3nPlbIV830g/YulA98q4pn6PpTpVsz3oY37PUyeAEnfh+rbEm+ANm3t3YCdgSUZ/9GnJhqmjl8GBuaoV086uPKozvqM4xlAtzzPnZpRdiNhuFbqeAkwIE/dUwi9Xk74S+WKjLqrgcPy1N03+ocrVX4l6b9ENRPWa0j8c0nw+9CfMDbaafmdyDx+B/i4vhPVs2V9vvm2XWv9My/1PVfCVsz3Ifq5pX6hfaeNbbP/p+j7UL5bMd+HNu73MG0ESPo+VNeWeAO0aStmI/QOXEjoRVoT/ePxHGEB2d556m1JWB37hajOSuAJwuRcK+C5XwAeAt4nJIxYQFh1u66AugcQ/lLzNrABeIOw1sJmQwVz1N0RuDz6B3Y9YUHcvwCjkv4symEj/AXtHGAuoceoKfpsnwV+So6/uuk7UdkbJfwCVIufeanvudy3Yr4P7aiT9xdpfR/Kb4vjc82638MUECDp+1A9m0U/GBERERERkZqnLHYiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIiIiIiIRBUgiIlXMzDzads06Pz46/3COOg9H18Z3UjNFcsr4LmZunymDdq3IblfSbRKR+ChAEhFpBzPrZWbfMLMZZvaGma01szVm9qqZ/cnMvmpmPZNup7RkZhfm+EXbzWy1mS0ws2vMbFjS7ZRWNQLvRtvG7IutfLYfmtm/zewBM/u6mXWNsT2ptrwX4z1FpEwoQBIRKZCZHQ0sAa4BjgIGAs3AJmBX4HPA/wCLzeywhJqZbWG0fZh0Q8pEM+lfbt8FegB7AN8AXjSzExNsm7TuHHffMdrm5SmXGUitBfoBo4BpwF/NrFccjXH3Ye6+I/CJOO4nIuVFAZKISAGi4WZ3ATsSAo6Tge3cvbe71wNbAycCDwMDgEOTaGc2d98j2pYl3ZYysTTjF+0dgV7A0cCbQHfgZjMbkGgLpRSZgVQfYCdCcATwaWBKck0TkUqhAElEpA1mtg9wLeHfzPuAj7v7H9x9eaqMu6909zvc/bPAF4FVybRW2sPdN7r7X4CTolM9gVMSbJLEyN3fcvfTgIeiUxPNbIsk2yQi5U8BkohI2y4i9C4sA77i7uvyFXb3PwK/zTxnZruZ2XfM7MFovtL6aKL3k9H5nPOWspMpmNkpUZ1GM1sZ3W9ca21pLUlDscxsbzP7kZk9Gs3B2mBmy6PJ9BNbm+eRMQfoJjPrYmZnmtnTGZPdP25mi6PXZ7bRhrlRudh6A9z9EcLnC7B/xrNuip51oZl1N7MfmNnfzWxVdH7rjLJdzOxkM5tjZg1mttHM3jKz283swDzvZ2Q0f+3NqM5KM/uXmd1lZpPMrEtW+broM3g2akfqOc+Y2a/MbO+s8v95D3nakDMxR47v30nRz395dP64rPKfMrPboveS+m48YGZfNjNr7fmd4H+j/VbAMAAz2zb67+kOM3s5+lmuMbOXzOy36kkUqV3dkm6AiEg5M7OdgCOjwyvcfWUh9dw9O6vVH0n/4u3ASqAPcGC0fcnMDnP3VnuezOxS4FzCPJrGqP5hwGFm9j13/3VBb6o0DwN9o9ebgNXAtsDIaDvezI5196ZW6hvwZ+DYqH7q/TpwIyEYnQBclbOy2WDCUCmA35fyRnJYRhiSVZ/jWg/gEeCThPlca7PaVUd4X6OjU054b/2BLwAnmtk57n5VVr3TgesyTq0FugJDou1YYDqwPirfB5gH7BmVbyZ8l3aInrU/4ef6/Xa98wKY2RXAWRnPbM66/gvgvzNOrSIMPR0VbceY2Unu3qJeJ8kcYpr6fCcD38k430joQRwebV81s9Hu/vfOaaKIlAv1IImI5PcZwi/1APeUcJ/nCcHNEKCHu29D+GXsGGARcABwSZ76H4vq/wLYNqq/E3BLdP2XZvapEtpXqEeA04BdCO9ja6A3YU7WO8ARwLfz1D8BGAd8E6iP3scOwCuEgGcTsJ+FYY25TCB8Ho+6+79KfjctDYr2K3Jc+xYwFPgS0Dt637sCa6LrNxOCo78TAuqtojkw2xB+EW8CLjezQ1I3tJAw4DfR4Y3AIHffyt17E4LQwwk9H5kBxTmE4KiBkCiku7tvSwjghhICoyVFvfv89gfOBH4M9I2euQ0hWMPMziEERw2Ez3abaG7eVoQA8W3Cz+68DmhbIQZlvF4R7ZcR/pvbD6iLPq/uhP8WZxESPNyacM+XiCRAPUgiIvkNj/YbCMkZihLNg8g+twGYYWbzo3uPj3qC1m52g9BbNM3dv59R/20zO5mQFOKzwIWkezA6hLufkOPcGuAPZvY6IYD6JvCrVm7RG5jk7lMz6v87etloZvcSgsYJZAVa0VCzr0WHN5byPrKZ2ZGEBBwAT7XS7v9y99kZ7X49qjsaOA54Dfisu7+fUWYFcLGZbSIEt+cTAhuAvaP7rgFOd/dNGfXeB2ZGW6aDov1v3P3ejPIfAv+KntERegMXu/tPM57ZSPjMtgZ+TggCj3L3pzPKrAf+z8yWEoKp75nZb9x9s1TdHSUKcE6NDlcS/Xfs7pdml40+g2fN7FjgOWAvQsKVuZ3TWhEpB+pBEhHJLzWc7IMcw+Zi4e6vAPMJGdU+lqfoZnNuojZdHB0eZmbbxt7AArn7o4S/zu+aZ/7GcvIHN6mMY1+1zSfTjyGkVl8F/F8JTf0PMxtgZl8n9ABBGGZ1c46if88MjrKkkjrclBkcZbk12n/W0vO0GqP9FqS/Z21J1elfYPm4bCJrXl2GzxECqMcyg6NM7v4koZdwGzLmeHUkM+tpZvsRsk9+Mjp9TWYg2projxdzosND8pUVkeqjHiQRkU5iZmMIf8n+JOEX3FyJGVoLLN5w91dbufYY4RfYroQA66FWysXCwlpBXyUMTepHGN6VbQDwVo7zz+SZnwQhS+BbUf2jCfN6UlK9ALdHvVbF2MXMWgt0VwJfcPeGHNeeyHPPg6P9t83sG208vxchGPo3ocfnX8DuwBNmdhVwP7AwTzB+HyFL4tlm1pcQeD2Wb+5aTBa7e2uLoqbe/4Fm9k6ee6SC94Hk/3mW4vdm1trctHsIvaz/YWZ7EIYOHkoYMtmb9JDaFCVrEKkxCpBERPJLpfLexsys2F6kjAnuKR8C75NewHVbQk/CVq3cotV1jNx9nZl9AGxHCFg6hJl1IySbOD7j9AbgPUKARvT8LrT+PnIFH//h7pvM7CbCvJ0JRAFS1DN2bFSslOF1zRltcGAd8AYh+cRUd88V1LXV7lRvTp9oa0sv+M97/Qqhh2M3Qg/Nb4H3zewhwqLDMzK/c+5+czSP6XRCkPpVoNnM/g7MAH7n7m8X0Ib2KuT99yR30J8tlsVaW9FI+EwhDPn7gDAv7HZ3bzGH0My+ROgtTPVUppJPbIiOexO+x619l0WkSmmInYhIfguifXei9MDtZWaHE4KjTYS/YA8hTK7vm7FgaWreS7ETwjtjIvlphOBoLSFZwEB37+Hu/TLeRyrAaK09bQ5vAm4gBC+Hm1lqXtBXCJ/By+5eSu9D5kKx/d19N3f/jLtfmCc4aqvdqf+XHuvuVsD2Wqqiuz9D6EH6KuGX9VcIwfKJwN3AvZaVOt3dJxHmL/2UENhtIPQc/gj4V9RTGbdC3v+lBb7/mzqgfSnnZHy+O7v7R939pBzBUT/gekJwdDshMUMPd98m47ucmqOkJA0iNUYBkohIfnMJv6xDSB5QjM9H+2nu/hN3X5KjJ2qHNu7R6jAfM+tBSKcMbfTQlCj1Pn7m7le4+5tZ7ehK6MUqSTQn6yHCkMGTo9Op4XWxJmeIybvRfs+8pVrh7uvc/RZ3P8XdBxN6ky4mChKBM3LUme/uP/awMPHWhOGI/yD0dkzPmr+VGtKYayhkSiE9X60p6f0n5HBCD9FLhLXNno0SXWRq679JEalSCpBERPKIgoD7osOzzCzXGjmbyUoNvHO0f76VsrsQepXy2cVaX+z1U4RgwoEXCmlfkfK+D8Jk9ny/hLdHKlnDBDPbF/g44Rf9XAkUkpbq0fpcHDdz91fdfTKhZwPC+lL5ym9097+QDmD7E3qlUlZE+53Jwcy2Ip2tsRip9z8ymhdVCVI/i797jnWZov9+D+vcJolIuVCAJCLSth8ShjHtTFgXJW8QYGZfAP5fxqnU4rIfbaXKFAobxnN+jmcZ6UVBH8yTRS0Orb6PaH7Sz2N81p2E+V/Dgaujc/e6+7utV0nMTdH+ADP7Wr6CZrZNxust27hvai5N9wLrrMt43T3j9T+i/dhWvrvfzirfXv9HSFXeg9bTuwMt33/CUt/lvVtZ5+g0YHAntkdEyogCJBGRNrj7C4SFQp2wCOjzZvbVzJTaZtbHzE4ws78S/vJfl3GLVLrgSWZ2auqXXDMbZGbTgS8TJpPn0wicbmZTzKxPVH9HYDowKmrbT0p8q21JvY8fmdmxqbkxUSawGYTsfMVml2shSrP8P9FhKs1yOQ6vw91nks62d6OZ/cTM/pOG28y2iX5ed9MyVfYRZvaEmZ0W9SKmyvcys9OAk6JTszLqPGBmV5jZoWbWM6POXqQDtbdJB0UQPpt1hAQaN5vZ9lGdPmb2A8K8uJUUyd2Xkw7eJ5jZH81s74y29TCzT5nZ1cDjxT4nZg8Q/pvZG7giWssJM6s3s+8RgvLlrVcXkWqmAElEpADufgNwAiE98x6EX96Xm9kqM2skDGO6A/gM8DotU23fBDxJyBx6A7A2yjr3OmHh0x8TMm3l8zxwGeEX0eVm9j4hIUJqjs5/u/tjpbzHAvwaWALUEzKvrTOzlYREFmMIc2VaSwVdjGkZr98lPdSxHH2N8DPpClwAvGVmK6Kfz/vRtVxz2A4CpgKvmdna6HNdHZ3bkvCep2aUryck/JgLrDaz981sHfBPwmLBa4GTM1OpR72KqV7GzwPvRt+/9wm9fj+lxKGZ7n4lIUmER8/4h5mtid7PGuBRwgLChWS563DuvpDw3xOENN8fRG19H/gl8CBwbTKtE5GkKUASESmQu99FmED/LcIvrm8Sgp5uwGvAnwjZ1oa5+yMZ9TYCo4FLCFnKmgnzaeYAR7v7zwp8/reB8cCz0TNXA38FDnf3X5f6/gp4/vuEX+h/R3jvEHom7gJGxp2dzN3nA4uiw5vbWD8pUe6+xt2PB44i9CYtIwQDWwKLCesVnUgIElIeIgS40wk9PmsJPY/LCT0cpxC+H5nveyIhoP4rIT15KuB4GbgK2NvdH8zRvisI6yc9GT2nC6E353h3/2mJbz/1jJ8D+xICun8Rho1uRejRuh/4BnBgHM+Kg7v/P0K69OcJQ2i7EQLFcwk9xWX7fRORjmVFLukhIiKdwMzGA78H5rr7Z5JtTecys4GEwLMLMNzdX062RdLZzOxhQpKKCR2cHrwoUeKUVwHcXenARaqEepBERKRcnU74/9SjCo5ERKSzKEASEZGyY2YfJyxGC+m5IlK7fm9mHm2fSbox0fwyJ+o9EpHq0i3pBoiIiKSY2WOEeV47EuawPEJI+S216X3SC9GmbEyiIVneBdYn3QgR6RgKkEREpJzsTFjo9F3gL8B5rsmyNcvdT0i6Dbm4+7Ck2yAiHUdJGkRERERERCKagyQiIiIiIhJRgCQiIiIiIhJRgCQiIiIiIhJRgCQiIiIiIhJRgCQiIiIiIhJRgCQiIiIiIhJRgCQiIiIiIhJRgCQiIiIiIhJRgCQiIiIiIhJRgCQiIiIiIhJRgCQiIiIiIhJRgCQiIiIiIhL5/264aMkYxcbKAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 276,
       "width": 420
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "data = mip.pc_curve()\n",
    "plt.plot(data.pc, data.snwp, 'b-o')\n",
    "plt.xlabel('Capillary Pressure [Pa]')\n",
    "plt.ylabel('Non-Wetting Phase Saturation');"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fcb96796",
   "metadata": {},
   "source": [
    "Trapping does not occur in an MIP experiment since the wetting phase (air) is evacuated prior to mercury injection, but we can still apply trapping to the simulations just for demonstration purposes:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "d3b44cc2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 276,
       "width": 420
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "mip.set_outlet_BC(pores=pn.pores('right'), mode='overwrite')\n",
    "mip.apply_trapping()\n",
    "data2 = mip.pc_curve()\n",
    "plt.plot(data.pc, data.snwp, 'b-o', label='without trapping')\n",
    "plt.plot(data2.pc, data2.snwp, 'r-o', label='with trapping')\n",
    "plt.xlabel('Capillary Pressure [Pa]')\n",
    "plt.ylabel('Non-Wetting Phase Saturation')\n",
    "plt.legend();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "57731ec2",
   "metadata": {},
   "source": [
    "The impact of trapping is that the non-wetting phase saturations does not reach 1.0, but plateaus at some lower value. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1f6224b9",
   "metadata": {},
   "source": [
    "```{warning} \n",
    " **Inlet pores start invaded**\n",
    "  The curve shown above starts at a non-wetting phase saturation slightly above 0.  This is because the inlet pores are set to invaded to begin the algorithm. If the domain is large this is not really noticeable. To be fully rigorous, one should actually add \"boundary pores\" to the domain, which are fictitious pores that have no volume. Another solution is to set the pore volume of the inlet pores to 0, with `pn['pore.volume@left'] = 0`.\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3cf87f9c",
   "metadata": {},
   "source": [
    "## Invasion Percolation\n",
    "Invasion percolation is performed by invading individual throats based on the next most easily invadedable option, rather than applying a fixed pressure like the drainage algorithm does (which is based on ordinary percolation, with access limitations). IP therefore provides a lot more information since each individual invasion event is tracked. IP can be thought of as a volume-controlled injection where drainage is a pressure-based process.  In other words, in drainage the pressure is increased in steps and all invaded locations are found.  In invasion percolation, some incremental amount of volume is injected, corresponding to the volume required to invaded the next available throat and the pore beyond it."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6255c62c",
   "metadata": {},
   "source": [
    "### Manual Implementation of the Invasion Percolation Process\n",
    "\n",
    "Invasion percolation is more computationally involved than drainage, mainly because there is not a dedicated function for this in `scipy.sparse.csgraph`. OpenPNM uses a [binary heap](https://en.wikipedia.org/wiki/Binary_heap), which is available in python's standard library. It is a `list` where the elements are sorted in special way, such that the first element always has the smallest value, which is convenient if the list is sorted by 'throat.entry_pressure'. It is then trivial to determine which throat should be invaded next.  The process works by the following steps:\n",
    "\n",
    "1. Identify the next most easily invadable throat\n",
    "2. Set this throat to invaded and remove it from the queue\n",
    "3. Identify which pore is now accessible via this newly invaded throat\n",
    "4. If it is not already invaded then:\n",
    "  1. Set it to invaded\n",
    "  2. Find all of its neighboring throats and add them to the queue\n",
    "5. Return to step 1 and repeat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 213,
   "id": "00bf5b9e",
   "metadata": {},
   "outputs": [],
   "source": [
    "np.random.seed(5)\n",
    "pn = op.network.Demo(shape=[20, 20, 1], spacing=1e-4)\n",
    "air = op.phase.Air(network=pn)\n",
    "air['pore.contact_angle'] = 120\n",
    "air['pore.surface_tension'] = 0.072\n",
    "f = op.models.physics.capillary_pressure.washburn\n",
    "air.add_model(propname='throat.entry_pressure',\n",
    "              model=f, \n",
    "              surface_tension='throat.surface_tension',\n",
    "              contact_angle='throat.contact_angle',\n",
    "              diameter='throat.diameter',)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5afe00d2",
   "metadata": {},
   "source": [
    "Let's start by invading from pore 1, which has 3 throats:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 214,
   "id": "1450dfe8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[(9260.551831957264, 0), (9493.684102948077, 1), (8650.998219036306, 381)]\n"
     ]
    }
   ],
   "source": [
    "Pinv = np.zeros(pn.Np, dtype=bool)  # Pre-allocate array for storing pore invasion state\n",
    "Tinv = np.zeros(pn.Nt, dtype=bool)  # Pre-allocate array for storing throat invasion state\n",
    "Pinv[1] = True\n",
    "Ts = pn.find_neighbor_throats(pores=[1])\n",
    "q = [(air['throat.entry_pressure'][i], i) for i in Ts]\n",
    "print(q)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5fbabe13",
   "metadata": {},
   "source": [
    "Note that we use a `tuple` containing the entry pressure and the throat index. The queue will be sorted by the first element of the `tuple`, and we can use the 2nd element to know which actual throat should be set to invaded. The first step is to convert `q` into a heap:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 215,
   "id": "40c288dc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[(8650.998219036306, 381), (9493.684102948077, 1), (9260.551831957264, 0)]\n"
     ]
    }
   ],
   "source": [
    "import heapq as hq\n",
    "hq.heapify(q)\n",
    "print(q)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "43e3128d",
   "metadata": {},
   "source": [
    "Printing the queue shows that the first element is indeed the most easily invaded one. Note that the rest of the elements are NOT in sequential order but are in a special order dictated by the `binary heap` data structure. We only care about the first entry. We can 'invade' this throat by \"popping\" the first entry off the queue using `heappop`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 216,
   "id": "2cee1c52",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(8650.998219036306, 381)\n"
     ]
    }
   ],
   "source": [
    "T = hq.heappop(q)\n",
    "print(T)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "74c1c754",
   "metadata": {},
   "source": [
    "Now we can (a) set this throat to invaded in the `Tinv` list and (b) find the newly invaded pore and add its throats to the queue (if they are not already invaded OR on the queue already):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 217,
   "id": "eef7e82d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 1 21]\n"
     ]
    }
   ],
   "source": [
    "Tinv[T[1]] = True\n",
    "P_new = pn.conns[T[1]]\n",
    "print(P_new)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c31a3f74",
   "metadata": {},
   "source": [
    "Now we must reduce this to a list of pores that are not already invaded:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 218,
   "id": "92d44de9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[21]\n"
     ]
    }
   ],
   "source": [
    "P_next = P_new[~Pinv[P_new]]\n",
    "print(P_next)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f87919a8",
   "metadata": {},
   "source": [
    "Noting that pore [1] was our starting pore, this is correct.  Now let's set [21] to invaded:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 219,
   "id": "e728fb57",
   "metadata": {},
   "outputs": [],
   "source": [
    "Pinv[P_next] = True"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a9008600",
   "metadata": {},
   "source": [
    "Now we find all the neighboring throats of this pore and add them to the queue...if they are not already invaded."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 220,
   "id": "8275ff2f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 19  20 401]\n"
     ]
    }
   ],
   "source": [
    "T_new = pn.find_neighbor_throats(pores=P_next)\n",
    "T_next = T_new[~Tinv[T_new]]\n",
    "print(T_next)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "33dfe41d",
   "metadata": {},
   "source": [
    "```{note}\n",
    "\n",
    "  We should probably ensure that these throat are not already in the queue, which could be done by creating another array similar to `Tinv` which tracks this; however, inserting them into the queue will not break anything, it just means that we will waste time handling throats that are already invaded. In the code below we'll add a check to pop any duplicate throats off the list.\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b3f2110b",
   "metadata": {},
   "source": [
    "These throats should be added to the queue.  The power of the `heap` data structure is that the sorting of the list is maintained when new elements are added. This is accomplished as follows:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 221,
   "id": "4b52330e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[(8650.998219036306, 19), (8650.998219036306, 20), (9260.551831957264, 0), (9493.684102948077, 1), (8650.998219036306, 401)]\n"
     ]
    }
   ],
   "source": [
    "for i in T_next:\n",
    "    hq.heappush(q, (air['throat.entry_pressure'][i], i))\n",
    "print(q)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2f1b5cca",
   "metadata": {},
   "source": [
    "We can see that the new throats have been added to the queue. We can also confirm that the entry in the first element of the queue has the lowest entry pressure. The above steps can be repeated in a for-loop as follows: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 222,
   "id": "9c4b1872",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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LTYz+sIpc4IZw/8e7PMaVYZ0v9FBP35M14KjcTv2aDutEm6z12iRhmzcv/sOZ/wM6PV2PzNRyU6o1Vm5KtcbKzWUueNFbx1pj5aZUa2q5FdSaxH4rA9fH68e+XrcOqjXhPWvPIXvvGMBtRSu4+y7gjnDz8Ni54VMeD+vWN7h9mTX16/Tw8z7gH5ZY9wgzu83MdpjZw2b2AzO72MzWRa5RUjY5CXNzxcvm5rLldchMLTelWmPlplRrrNyCTMOzNrcTG1uPGctvh45l/UNWKbV2qLfv3JS2V2q5bZlP7lsl7l+Lsuu434pUrAmTtYNyv9/VZb3WsoO6rFNW7lpg7wg1rZiZrSJ7vxrAZe7+xBJd9iebsG4H9gSOAN4J3GZmp8aqUxI3O9t9+cxMPTJTy02p1li5KdUaK3epzJIseuGb0hjUqdbUcivav2Ipbb8VqVgTJmt7537f0WW97eHnPhXkxqqpH68CfiH83u1TIO8C/gQ4EtjT3fcjq+93yc4Ergb+1sx+M2KtkqrR0e7L163gxGyMzNRyU6o1Vm5KtcbKLcj0/PmPiY0F14P10M6feDKjtFo71Nt3bkrbK7XctkxfeG6t1P2r1vutSNUGfR1m7EZ2tqh1veqqLut9Lqzztdi5wDNzfY/r0veMsM5jPdQzFdZd0XvWgC+G/t/vY6z3BTaHnG/3sH77tcQy7BJ9H0Xtc1OqNVZuSrXGyq3gvT+xcrUfJJCb8HvWSs2VZBS8zlzR69tBtyacWduW+311l/X2Klg/Vu62guVl1LQiZvY0su95g2zStyLu/hDwZ+Hmi83sGX2WJsNmbAw+8xkYGVl4/8hIdv/6FXxFX4zM1HJTqjVWbkq1xspNqdZYuSnVmlpuSrXGzBWpmGUTz+FlZi8AvhduHubud3RY77vAC4G/dvf/FDM3fMDIw2SXQ57t7pd06HsR8F7gNnc/col6psg+IOQKd3/TUvW39X0b8ElgJ/CL7n7Pcvq3ZR3O/IemvNDdr++y7oKdb9j3RcnZsiV7c/fMTHYpyvh4/384Y2SmlptSrbFyU6o1Vu6WLdhYluETG0utNVau9oOEciPWmtR+K7WXvdye5+4dromttyZM1tYAD5F9cuN/cPcvFayzG/AA2WV8f+Tun4yda2bXA88HPuHub+/wGFcCJwJfdPc3FK2TW3eKlU/WWhPKq939xOX0Lcg6AvhBuPkCd7+hy7qarImIRNB6jVL2P6uxckVA+62Ua1gma0N/GaS7P0z2nWYAx3dY7UVkEyqAayrK/Ua3vma2J/DS5dS0EmZ2GNlEDfq4BDLnhbnf7ywhT0RERESkkYZ+shZcFn6eZmZFH4N/bvh5Y6fLGSPkfj78PMzMis5mnUE20dsBfHkZNS3X6eHnv5N9CXdH1v5fFIuXrwXOCze/5+739V+eiIiIiEgzNWWydgnZWZ41wFXhfVWY2Roz+zBwSlhvIt/JzEbNzEPbUFYugLvfDHwh3Jwys1eHviNm9hbgorDsYne/t72/me1lZvu3GrBHWLR7/n4z6/ix/+Eyzd8PNy9398c6rRs8y8yuM7M/MLNDcjm7m9mrgG8BvwLsAs5fIktERERERLoY+vestZjZ0WSXE+4X7tpK9v1gu5F9pOeEu1/Y1mcUmAk33+ruU2Xk5vquBa4Fjgl3bQdGmJ94XQW8zt13FvS9gOz7zpbyWXff0OHxjwe+Hm6+yN2/V7Rebv1R5scD4FHgEbIv+X5K7jmc7e5/t1Rhes+aiEgceu+PpEj7rZRJ71lLjLvfSvZFzh8Hfkw2IbofuBo4vtOEKmauu28FjiW7dPBWssndY8B1wFnAyUUTtRK1LoH80VITteAe4O1kZwTvIJuY7Rt+3kB2NvDwXiZqIiIiIiLSXWPOrEn96MyaiEgcOkMhKdJ+K2XSmTURERERERGJRpM1ERERERGRGtJkTUREREREpIY0WRMREREREakhTdZERERERERqSJM1ERERERGRGlo16AJEpIGmp2FyEmZnYXQUxsdhbKx+manlplRrrNyUao2VOz0NhIyJiXJrjZWr/SCd3Ji1prTfilTF3dXUBtLIvgT8ySYNsWmT+8iIe/aVN1kbGXGfmqpXZmq5KdUaKzelWmPlhsxWXNm1xsrVfpBIbuRak9lvJQkFrzMH/tp3JW3gBag1t2my1kCbNy/+Q5//gz89XY/M1HJTqjVWbkq1xsrNZS54cVpirbFytR8kkFtBrUnst5KMYZms6T1rIlKdyUmYmyteNjeXLa9DZmq5KdUaKzelWgtyDZ9vczuxsfWYsbx26FjWF1+cu9LMinIXtRLGIF9v2durkbkV1hprvy2lXpGKabImItWZne2+fGamHpmp5aZUa6zclGptyy18MSlx1Hg/iJVbOHFN6RiLZaX1ilRMkzURqc7oaPfl69bVIzO13JRqjZWbUq0dchecW5rYWHCt2RLt/Imic1T9ZbblllZrrNy2MYi5vRqXm9Kx0GH/KqVekaoN+jpMteY2Fl9LLMMu0fdR1D43pVpj5aZUa1tuae+nSanWWLkJ7we132Yp1RozV5JR8Dpz4K99V9IGXoBac5smaw01NVX+p4nFyEwtN6VaY+WmVGsud8ELyZqPQam1xspNdD9IYpulVGvMXEnCsEzWLHsuItUzswU7n/bFBtmyJXtz98xMdinK+DisX1+/zNRyU6o1Vm5KtYZcG8tyfGJj7ceg9Fpj5Sa4HySzzVKqNWau1J7Zwktg3b3DNbH1psmaDIwmayIi2SfXQfZ//3UXq9aUxiA1KY2t9i8p07BM1vQBIyIiIiIiIjWkyZqIiIiIiEgNabImIiIiIiJSQ5qsiYiIiIiI1JAmayIiIiIiIjWkyZqIiIiIiEgNabImIiIiIiJSQ5qsiYiIiIiI1JAmayIiIiIiIjWkyZqIiIiIiEgNabImIiIiIiJSQ5qsiYiIiIiI1NCqQRcgIg00PQ2TkzA7C6OjMD4OY2P1y0wtN6VaY+WmVGsrl5AzMVH/MSi71li5Ke4HqWyzlGqNmStSFXdXUxtIAzzfpCE2bXIfGXGH+TYy4j41Va/M1HJTqjVWbkq15nJbkSmMQam1xspNdD9IYpulVGvMXElCwevMgb/2XUkbeAFqzW2arDXQ5s2L/9Dn/+BPT9cjM7XclGqNlZtSrW25C15I1nwMSqs1Vm7C+0Htt1lKtcbMlWQMy2RN71kTkepMTsLcXPGyublseR0yU8tNqdZYuSnVGiu3wloNz9rcTmxsPWYsvx06lvXHy6s3pe1VcW7f2yy3vRa1kveD2u5fIgOg96yJSHVmZ7svn5mpR2ZquSnVGis3pVrbch0rJ3dQYxBLTceg9eJ/wXar8f4lHax0bEUqpjNrIlKd0dHuy9etq0dmarkp1RorN6VaY+VWWOuC8yoTGwuui+uhnT/xZEZp9aa0vSrO7Xub5bZXYStxP6jt/iUyCIO+DlOtuY3F1xLLsNN7lTQGsXJTqjVWrt5TlPQY1L7elGqNmSvJKHidOfDXvitpAy+g0icLBwIfA7YAjwL3AFcCxw0qF9gdeC9wC7ANeBD4DnAmYF36HQWcDXwG+D6wM+yMl/fwmFPtO3BBuyr2WGqy1lBTU+V/mliMzNRyU6o1Vm5KtcbKjVzrghe9dc1NdAySqDelWmPmShKGZbJm2XMZfmZ2FHAtsF+4ayuwD9mloA5MuPuFVeaa2drQ95hw13ay9xHuHm5fBbzO3XcW9L0FOLog9gp3f9MSNU8BpwOPkE0Qi/wvd39zh/6ljKWZLdj5mrIvCrBlS/bm7pmZ7FKU8XFYv75+manlplRrrNyUao2VG7FWG8tyfGJjvXMTHINk6k2p1pi5UntmCy+BdfcO18TWWyMma2a2Gvgh8CzgZuDN7n5bmCy9DzgnrPpKd/96VblmdgXwBuABssnT1WQTnt8HPgXsCfyZu28s6Hs92cTuBuB64BTglSxvsvZ+d7+g1+dbxnNuy9JkTUQkIa3XPmX/cx0rN4aUaoW06tX+JWUalslaUz5g5CyyycU24CR3vw3A3be6+7nAV8J6H6oq18yeSzZRA3iru18VztrOuftngfPCsneZ2QEFj/1id3+uu5/h7pcCP1tm7SsVayxFRERERCSnKZO108LPy9z9pwXLPxJ+Ps/MDqso99Tw8w53/2pB30uBh4DVZGfNFnD3Dl/MEl2ssRQRERERkZyhn6yZ2Rrm3xP2tQ6rXUc2MQJ4eUW5vx1+Fl4q6O47gG8up6bYYo2liIiIiIgsNvSTNeA58OSXbNxWtIK77wLuCDcPj51r2UW0rbNOhX2D25dZ03KdZmZ3mtnjZvaAmX3LzN4b3n9WJNZYAtm1xb00EREREWmmpr1ebMJk7aDc73d1Wa+17KAu65SVuxbYO0JNyzUWsrcBTwWOBS4C/s3Mij5pMtZYioiIiIhImyZM1vbO/b6jy3rbw899KsiNVVOvbgLeBhwC7OnuTweeTva9bQ+G+//RzPZr6zfoukVEREREGqMJk7VY50H7yc33rfyDZN394+7+KXf/v+GyRdz9QXe/hOx9Zo+TnRU7p63r8JxTFhERERGpuSZM1vJf+ry6y3p7FawfK3dbwfIyauqbu98MXB5untS2ONZYth67pyYiIiIizdS014tNmKzl31t1cJf1WsvuriB3K/BIhJrK8t3w85fb7o81liIiIiIi0qYJk7UfMX+p4RFFK5jZbsCzw83bi9YpM9ez6f4Pu/UNWp+m2GtNZWld7tj+3xKxxlJERERERNoM/WTN3R8Gbgg3j++w2ouAfcPv11SU+41ufc1sT+Cly6mpRC8MP2fzd8YaSxERERERWWzoJ2vBZeHnaWZW9HHy54afN7r7HQXLY+R+Pvw8zMxOLOh7BtmkZwfw5WXU1JUt8cUT4SP73xRuXl2wSqyxlCaZnoaJCTj11Ozn9HQ9M1PLTanWWLkp1RorN2atLXXPTXEMUqk3pVpj5opUpdc36aXcyD4MY5bsEr4bgcPD/WuAD4f7HTihrd9obtmGsnJz/a8Iy38OvDrcNwK8hezj7x34YIe+ewH759rnw/pfart/n7Z+bwa+CJwMPD13/75kE8QHQs49wDPKfs5tWZ5v0hCbNrmPjLjDfBsZcZ+aqldmarkp1RorN6VaY+VGrrUVWevcRMcgiXpTqjVmriSh4HVmqfOLqtrAC6jsicLRYVLU2mgPAXPh913AeQV9uk7WVpqb67uW7LLCVt9HgEdzt68EVnXoe0H7TtihTbX129C2fCtwf6i1dd+dwPPKHMsOOZqsNc3mzYv/0Of/4E9P1yMztdyUao2Vm1KtsXIrqHXBi9465iY8BrWvN6VaY+ZKMoZlstaUyyBx91uBI4GPAz8G9iCbpFwNHO/uF1ad6+5bgWOB84BbyXamx4DrgLOAk91950rq6uIbwP8L/E9gJty3lmzydS3wTuBId7+pS91RxlIaYHIS5uaKl83NZcvrkJlabkq1xsptyzR8vs3txMbWY8by26FjWf+QVUqtBfWWklvBGCzKLjm37DEoJbNDboz9K+Y263scEh7bUusVqdiqQRdQJXf/GfCO0HpZf5Yevgh6ubltfR8HLgptOf0uIDu7ttzHuxP4wHL7FeSs+DlLg83Odl8+M9N9eVWZqeWmVGus3Fxm4YuzkhiO5/8sNHAMKpPSsZAaje3K6xWpWGPOrIlIDYyOdl++bl09MlPLTanWWLkFmQvOU0xsLLh2q4d2/sSTGaXV2qHevnMrHIPajm2F+6zGtoTMDrm1HQORQRj0dZhqzW0svpZYhl2i79OpfW5KtcbKTe19LxoDva8qtVyNrSSm4HXmwF/7rqQNvAC15jZN1hpqaqr8TxOLkZlabkq1xsoNmQtemJVYa6xcjUHJuZH32STGIFauxlYSMiyTNcuei0j1zGzBzqd9sUG2bMne3D0zk12KMj4O69fXLzO13JRqjZW7ZQs2lmX4xMZSa42VqzGIkBtxn01mDGLlamwlEe1fLezuS34ORR1psiYDo8maiMTQ+vtc9j8psXJjSG0MNLbp5cagMZAyDctkTR8wIiIiIiIiUkOarImIiIiIiNSQJmsiIiIiIiI1pMmaiIiIiIhIDWmyJiIiIiIiUkOarImIiIiIiNSQJmsiIiIiIiI1pMmaiIiIiIhIDWmyJiIiIiIiUkOarImIiIiIiNSQJmsiIiIiIiI1pMmaiIiIiIhIDWmyJiLVm56GiQk49dTs5/R0PTNTy02p1li5+Yyya42VqzEoPzfmPtvS1FyNrUi13F1NbSAN8HyThti0yX1kxB3m28iI+9RUvTJTy02p1li5IbMVV3atsXI1BiXnRt5nkxiDWLkaW0lIwevMgb/2XUkbeAFqzW2arDXQ5s2L/9Dn/+BPT9cjM7XclGqNlZvLXPDCrMRaY+VqDErMrWCfrf0YxMrV2EpihmWypssgRaQ6k5MwN1e8bG4uW16HzNRyU6o1Vm5BpuFZm9uJja3HjOW3Q8ey/ni03EVtpbkV1Fr73BjjmtoYaGw75j6pn3+/RCqmyZqIVGd2tvvymZl6ZKaWm1KtsXKXyhQRyVvpv18iFdNkTUSqMzraffm6dfXITC03pVpj5RZkLvi//4mNBddu9dDOnyg6j1Bqbmn1xsjUGFQ2BimNbapj0Pe/MyKDMOjrMNWa22DRtcQy7PR+LY1BrNyU3lsWq16NQdJjkNLYNnYMJCkFrzMH/tp3JW3gBag1t2my1lBTU+V/mliMzNRyU6o1Vm7IXPDCrK61xqpXY5DsGKQ0to0eA0nGsEzWLHsuItUzswU7n/bFBtmyJXtz98xMdinK+DisX1+/zNRyU6o1Vu6WLdhYluETG+tda8gtvV6NQZJjkNLYNn4MJAlmCy+BdfcO18TWmyZrMjCarIlIDK2/z6n8kxKjXo1BemMQi8ZBY9BUwzJZ0weMiIiIiIiI1JAmayIiIiIiIjWkyZqIiIiIiEgNabImIiIiIiJSQ5qsiYiIiIiI1JAmayIiIiIiIjWkyZqIiIiIiEgNabImIiIiIiJSQ42arJnZgWb2MTPbYmaPmtk9ZnalmR03qFwz293M3mtmt5jZNjN70My+Y2ZnWvu3+S3sd5SZnW1mnzGz75vZTjNzM7u8h8c8xsz+1Mz+2czuNbMnzOwBM/ummb3dzPbs0ndDeJxubdtSNYiIiIiISHfmDfk6dzM7CrgW2C/ctRXYh2zC6sCEu19YZa6ZrQ19jwl3bQdWAbuH21cBr3P3nQV9bwGOLoi9wt3f1KXe04D/nrtrV6j5qbn7bgdOcPefFvTfAGwCngAe6PAwj7j7+k415LIW7HxN2RdFJK7Wf3Ol8k9KjHo1BumNQSwaB41BU7Wf83D3jidB6qwRZ9bMbDXwVbIJ1c3Ake6+L/A04KOAAR8ysxMqzv002UTtAeAkskneXsAG4FHgROD9Hfo+AdwC/A1wFvC1Hst+Ctmk8NPAy4G93P1pwFrgj4FHgMOBv+92Zg/4trsf2KEtOVETEREREZHuVg26gIqcBTwL2Aac1Dpj5O5bgXPNbD3wWuBDwNeryDWz5wJvCDff6u5Xhd/ngM+a2VOBvwTeZWYfc/d72x77xe4+l8s7tseavw38srvfk7/T3R8G/srMHgamgBcBvwn8S4+5IiIiIiJSokacWQNOCz8vK7q0D/hI+Pk8MzusotxTw8873P2rBX0vBR4CVgOntC/MT9SWw93/T/tErc1lwOPh92O6rCeyctPTMDEBp56a/Zyermdmarkp1RorN59R91pbuS0ag2aPQUpj2/QxEKmSuw91A9aQvS/LgVM6rLMb8GBY5w+ryAVuCPd/vMtjXBnW+UIP9UyFdS8vYcx+HrLeU7BsQ1j2zyU8juebNMSmTe4jI+7Z2weyNjLiPjVVr8zUclOqNVZuyGzF1brWWPVqDJIdg5TGttFjIMkoeJ3Z1+vWQbWBFxD9CcILcxvq2V3W+25Y569i55K9l21buP+sLn0vCuv8oId6SpmsAUfkntfvFCxvTdbuA24DdgAPAz8ALgbWLeOxFh1IvTRJ2ObNi/8g5/8wT0/XIzO13JRqjZWby1zwwqyOtcaqV2OQ9BikNLaNHQOphT5eP6749fEgWxMugzwo9/tdXdZrLTuoyzpl5a4F9o5QUxk+EH7+BLimy3r7A88h+7CSPckmee8EbjOzU7v0kyabnIS5Dlfwzs1ly+uQmVpuSrUW5Bo+3+Z2YmPrMWN57dCxrC8etdaYuRoDjUGtc1OqNWauSMWaMFnbO/f7ji7rbQ8/96kgN1ZNfTGzM8g+EAXgXe7+eMFqdwF/AhwJ7Onu+4X6fpfsI/9XA39rZr8Zv2JJzuxs9+UzM/XITC03pVrbcgtfVJfAafsw2xqPQWVqPAaLtlcsNR6D2uemVGvMXJGKNWGyFusvQD+5+b5xXqksk5n9FvCJcPOv3f1LReu5+9fd/U/d/bbWZM7dH3P3fwCOBaaBEWDZ31knDTA62n35unX1yEwtN6VaO+R6/vzaxMaC66GWaOdPLMiIWWus3DLHIHatMXJ94TnWRo5BrXNTqjVmrkjVBn0dZuwGvIb561XXdFnvy2Gdv4+dC+yb63tSl77vCOvc30M9U2HdZb9nDXg+2SdPOvAlYKSP8X5ryNkFPGOJdduvJZZhp/draQzacvV+Gr1fK9ax0NgxaMvVMab3rDVVwevMFb22HXRrwpm1/HvCDu6yXmvZ3RXkbiX78umya1o2M/tVsi/UXkv2XXBv8hV+LUDw3VY0MNpfdTJ0xsbgM5+BkZGF94+MZPevX8H3qcfITC03pVpj5aZUa6zclGqNlZtSranlplRrzFyRilk28RxeZraG7KyRAf/BCy7vM7PdgAfIznj9kbt/MnaumV1PdkbrE+7+9g6PcSVwIvBFd39D0Tq5daeA04Er3P1NS9Uf+hxG9qXXBwDfBF7l7tu791oy8wiyT4YEeIG739Bl3QU737Dvi5KzZUv25u6ZmexSlPHx/v9wxshMLTelWkOujWU5PrFRY1DiGJSeGXKTGVuNwZO5OsYi7QtSe2YLL4d294reHFuuoZ+sAZjZ94AXAJ9y97cVLH8J8O1w8zB3vyN2rpl9GHgP8CN3f05B3z2Bn5FN9M5290uWqGWKZUzWzGw98L/Jzt5dDxzn7g8v1a+H3LcCrY9YOsDd7+uyriZrIg3X+lva5MM/xhhoXDUGLRoHjUFTDctkrQmXQQJcFn6eZmZFH4N/bvh5Y68TtRJyPx9+HmZmJxb0PYNsoraD7H1vpTGzXyL7WP6DgVuBV/YyUbP2vX7x8rXAeeHm97pN1EREREREpLumTNYuAe4E1gBXmdnhkF3KGM5wnRLWm8h3MrNRM/PQNpSVC+DuNwNfCDenzOzVoe+Imb2F7AuxAS5293vb+5vZXma2f6sBe4RFu+fvN7N92vodAPwT8Cyyj9o/3t3/veC5FXmWmV1nZn9gZofkMnc3s1cB3wJ+hezDRc7vMVNERERERAo04jJIADM7muxs0n7hrq1k3w+2G9mnxEy4+4VtfUaBmXDzre4+VUZuru9a4FrgmHDXdrKPvW9NvK4CXufuOwv6XkD2fWdL+ay7b8j1ex/w/lyt3b7n7Qp3f0eu7yjz4wHwKNkHpawFnpJ7Dme7+98tVZgugxQRXZ6kyyBj0RhkNA4ag6YalssgVw26gKq4+61mdiTZGZ8TgWcC9wPfIzt7dU3Vue6+1cyOBd4F/B4wBjwG3AxsAj7t5c9g8mdT14bWyb5tt+8B3g78BnA08IywziPAZrJJ639z9ztLq1ZEREREpKEac2ZN6kdn1kRE/+OtM2uxaAwyGgeNQVMNy5m1prxnTUREREREJCmarImIiIiIiNSQJmsiIiIiIiI1pMmaiIiIiIhIDWmyJiIiIiIiUkOarImIiIiIiNRQY75nTURqZHoaJidhdhZGR2F8HMbG6peZWm5KtbZyCTkTExqDMseg7MxWbipjqzGYz9UxRpR9QaQq7q6mNpAGeL5JQ2za5D4y4p595U3WRkbcp6bqlZlabkq15nJbkRoDL3UMSs3M5SYxthqDBbk6xiLsC5KEgteZA3/tu5I28ALUmts0WWugzZsX/0HO/2Genq5HZmq5KdXalrvgRZTGoLQxKC2zLbf2Y6sxWJSrY6zkfUGSMSyTNb1nTUSqMzkJc3PFy+bmsuV1yEwtt6JaDZ9vczuxsfWYsfx26FjWHy+v3iEYg75zY2S25S7aZg09FmLl6hhLIFekYnrPmohUZ3a2+/KZmXpkppZbQa2FL/pK4tjCOxo4Bklr2LEQK7fS/athY7vo35h+ckUqpjNrIlKd0dHuy9etq0dmarkV1ur5//uf2Fhw3VIP7fyJBTml1JvwGJSWGyMz1vbqMLZ956Z03HbIjbV/9V3vEIxtKbkiVRv0dZhqzW0svpZYhp3er5XsGJT6ng+Ngd6zFis34TFIaf+q/X4QM1eSUfA6c+CvfVfSBl6AWnObJmsNNTVV/qd+xchMLTdyrQte8GkM6pub0vaKlZvoGKS0fyWxH8TMlSQMy2TNsuciUj0zW7DzaV9skC1bsjd3z8xkl6KMj8P69fXLTC03Yq02luX4xEaNQcljUHpuStsrVm6CY5DS/pXMfhAzV2rPbOFlwO7e4brgetNkTQZGkzWRdLT+5jX5MI01BjFytb3SG4OU9i+RFAzLZE0fMCIiIiIiIlJDmqyJiIiIiIjUkCZrIiIiIiIiNaTJmoiIiIiISA1psiYiIiIiIlJDmqyJiIiIiIjUkCZrIiIiIiIiNaTJmoiIiIiISA1psiYiIiIiIlJDmqyJiIiIiIjUkCZrIiIiIiIiNaTJmoiIiIiISA2tGnQBItJA09MwOQmzszA6CuPjMDZWv8zUcmPWSsiZmNAYlD0GZeemtL1i5aY4BintX6nsBzFzRari7mpqA2mA55s0xKZN7iMj7jDfRkbcp6bqlZlabuRaW5EaA693bkrbK1ZuomOQ0v6VxH4QM1eSUPA6c+CvfVfSBl6AWnObJmsNtHnz4j+c+T+g09P1yEwtt4JaF7zg0xjUMzel7RUrN+ExSGn/qv1+EDNXkjEskzW9Z01EqjM5CXNzxcvm5rLldchMLbct0/D5NrcTG1uPGctvh45l/fHyai2ot5TcCsegtrkpba9YuSnV2iG3tsfuEIxtKbkiFdNkTUSqMzvbffnMTD0yU8tdKjOWmo5B4QvUBnJs4R112l6xclOqtS130faKqWFjW2quSMU0WROR6oyOdl++bl09MlPLbcv0heeV8ImNBdcB9dDOn3gyo7RaC+otJbcgM9YY1DY3l1m4zeq0vWLlplRrQW6tj93Ex7a0XJGqDfo6TLXmNhZfSyzDLtH3KtU+N+H308QYg1i11j43pX02Vm5K+2xFudq/Ss6VZBS8zhz4a9+VtIEXUOmThQOBjwFbgEeBe4ArgeMGlQvsDrwXuAXYBjwIfAc4E7Au/Y4CzgY+A3wf2Bl2xsuXUffzgcuBu0LdPwH+BhirYiw1WWuoqanyP50rRmZquZFrXfCCr+ZjEKvWJHJT2mdj5aa0z1aQq/1LnwbZVMMyWbPsuSyfmf2eu39+RZ0HwMyOAq4F9gt3bQX2IbsU1IEJd7+wylwzWxv6HhPu2k723Xe7h9tXAa9z950FfW8Bji6IvcLd39RD3aeTTcxWhTq3AvuGxY8AJ7v7tR36ljKWZrZg51vpvigJ2rIle3P3zEx2Kcr4OKxfX7/M1HIj1mpjWY5PbKz9GMSqNZnclPbZWLkp7bORc7V/RcqV2jNbeBmwu1f4xtDy9DNZ2wV8FXibu99dalUlM7PVwA+BZwE3A29299vCZOl9wDlh1Ve6+9eryjWzK4A3AA8ApwNXk014fh/4FLAn8GfuvrGg7/VkE60bgOuBU4BX0sNkLUy2bgCeAnwOeJe732dmzwI+DRxPdobvV9z9vjKfc1uWJmsiiWj9zUvhMI1Va2q5TadxzWgcpKk0WTPbCRjwEPBud58qsa5Smdk7gYvJLjM8zN1/2rb8y8BrgZvc/ZhFARFyzey5wE3h5mvc/atty98B/CWwAxh193vblo+4+1zu9hTZhK+XydpXgNeQTdhe3JazD3A78EvAX7j7OW19V/ycC+rQZE0kESm94EttUpXS2KZE45rROEhTDctkrZ9Pg3wR8G/AU4HPmNk/mtkvlVJV+U4LPy9rn1wEHwk/n2dmh1WUe2r4eUf7RC24lGwivJrsrNkC+QnWcpjZU4FXh5t/0Z7j7tvIzuoB/J617+nxxlJERERERHJWPFlz9xvJ3mv1PuBx4ATgB2Z2dkm1lcLM1jD/nrCvdVjtOrKJEcDLK8r97fCz8FJBd98BfHM5NfXoN8guf+z42Mw/n4OA57TujDWWIiIiIiKyWF/fs+buc+7+AeB5wHeBNcBfm9m1ZlaXL7B4Djz5RSO3Fa3g7ruAO8LNw2PnhrNVrbNOhX2D25dZUy9aWT9z9/uXeNz2x441lkB2urqXJiIiIiLN1LTXi6vKCHH3H5rZrwNvBz4AvAz4NzP7FNknBXbr+6dl1NDFQbnf7+qyXmvZQV3WKSt3LbB3hJp60crq+LjuvsPMHiS7xDX/2LHGUkRERERE2pQyWYPw5QXwMTP7H2SX7z0TeFcPXWNP1vbO/b6jy3rbw899KsiNVVMvWo/d7XFbj/1U6lO3iIiIiEijlDZZAzCzQ4BLgIPDXT9n/oX7oMQ6D9pPbr5v1Z/P1HrslTzu8JxTFhERERGpudIma2b2R8CHyM6mPE52xuyilX5qYYm25X5fDTzcYb29CtaPlbutYHkZNfWildXtcTs9dqyxBPTR/SIiIiLSXa+vF4flfWt9fcAIgJmNmdm/AB8nm6h9F3iuu/9ZDSZqsPC9VQd3XGt+Wa9f8N1P7lbgkQg19aJVd8fHDV98/dSCx441liIiIiIi0mbFkzXLnAvcCrwUeBR4D/Dr7v7Dkuorw4+Yv+TviKIVzGw34Nnh5u1F65SZG97f1xqjwr5B69MUe62pF62sA81svyUet/2xY42liIiIiIi06efM2nXARWSXw30TONrdPxo+ur023P1h4IZw8/gOq70I2Df8fk1Fud/o1tfM9iSbBPdcU4/+FXgi/P6KDuucEH7ezfykMtpYioiIiIjIYv1M1l5AdinfH7v7b7n7dEk1xXBZ+HmamRV9nPy54eeN7n5HwfIYuZ8PPw8zsxML+p5BNunZAXx5GTV15e4PAf8Qbr47nAl7kpntDbS+2PwyX3xhcKyxFBERERGRnH4ma/8E/Kq7/3VZxUR0CXAn2Zd2X2VmhwOY2Roz+zBwSlhvIt/JzEbNzEPbUFYugLvfDHwh3Jwys1eHviNm9hays5YAF7v7ve39zWwvM9u/1YA9wqLd8/ebWdHH5/8J2dm1F4bH3j9kHgJ8CTgEeDBXQynPWeRJ09MwMQGnnpr9nC7h/3piZKaWG7PWlhTGoCWVMSg7N6V9NlZuSvts7NwW7V/l5opUxd0b0YCjyb5KwEN7CJgLv+8CzivoM5pbf0NZubm+a8kuK2z1fYTsvX+t21cCqzr0vSC3Xrc21aH/6WQTtladD+b6bANeXuZYdshZUKs0xKZN7iMj7jDfRkbcp6bqlZlabuRaW5EpjEGsWpPITWmfjZWb0j5bQa72rwi5koSC15nLmjvUpQ28gEqfLBwIfAzYEiZF9wJXAcd1WH/JydpKctv67g78Z+CWMEl6CPgOcCZgXfr1NVkLGc8HriB7b9pjwE+AzwBjZY9lhwxN1ppm8+bFfzjzf0Cnp+uRmVpuBbUueMFX8zGIVWvtc1PaZ2PlprTPVpSr/avkXEnGsEzW+v7o/pS4+8/c/R3uvt7d93T3A9z9RHcv/CAMd591dwttqqzctr6Pu/tF7v5r7r6Pu+/r7i9x90vDjtap3wW52rq1DV0ybnD3N7r7Qe6+h7sf4u5/4D28/7Cf5ywNNjkJcx2+0WNuLlteh8zUcius1fCsze3ExtZjxvLboWNZ/1ZWvq00N5cZq9bYuX1vs4r2g1K2V4X7QYwxSDG3zLFdNL6JjEEpuSIVa9RkTUQGbHa2+/KZmXpkppY7qFolHu0HcdTpuB1kbgkWTdhSG4OV5opUTJM1EanO6Gj35evW1SMztdwKa11w/mNiY8H1RT208yeKzqX0l5vLjFVr7Ny+t1lF+0Ep26vC/SDGGKSYq7EtKVekaoO+DlOtuY3F1xLLsEv0/Vq1z03pfS+x6k3pvWWxclPaZ2PlprTPVpQbY/9q9NhKMgpeZw78te9K2sALUGtu02Stoaamyv90rhiZqeVGrnXBi7Oaj0GsWpPITWmfjZWb0j5bQW6M/avxYytJGJbJmmXPRaR6ZrZg59O+2CBbtmRv7p6ZyS5FGR+H9evrl5labsRabSzL8YmNtR+DWLUmk5vSPhsrN6V9NnJujP1LYyspMFt4ya67d7iGt940WZOB0WRNJB2tv3kpHKaxak0tt+k0rpkY46CxlRQMy2RNHzAiIiIiIiJSQ5qsiYiIiIiI1JAmayIiIiIiIjWkyZqIiIiIiEgNabImIiIiIiJSQ5qsiYiIiIiI1JAmayIiIiIiIjWkyZqIiIiIiEgNabImIiIiIiJSQ5qsiYiIiIiI1JAmayIiIiIiIjWkyZqIiIiIiEgNrRp0ASLSQNPTMDkJs7MwOgrj4zA2Vr/M1HJj1krImZio/xjEqjWV3JT22Vi5Ke2zsXNj7F8aW5HquLua2kAa4PkmDbFpk/vIiDvMt5ER96mpemWmlhu51lZkCmMQq9YkclPaZ2PlprTPVpAbY/9q/NhKEgpeZw78te9K2sALUGtu02StgTZvXvyHM/8HdHq6Hpmp5VZQ64IXZzUfg1i11j43pX02Vm5K+2xFuTH2r0aPrSRjWCZres+aiFRnchLm5oqXzc1ly+uQmVpuSrXGyi3INDxrczuxsfWYsfx26FjWH69/bi4zn9vXuHYY29rmVrAfpDq2Ze5fsWutda5IxTRZE5HqzM52Xz4zU4/M1HIrqDW8zCs9t1CfY7CozoZa9KK6TtsrVu5SmSVJaWwrOx5qPAal5opUTJM1EanO6Gj35evW1SMztdyUao2V25bp8+cRsjaxseBaqB7a+ROLs0rOLax5JbkFmX2Pa8HY1jq3IDPW9uq71g71xsgtZb9NfAxKyxWp2qCvw1RrbmPxtcQy7BJ9v1btc1OqNVZuSrW25bbiyhyD0jLbcms/tim9x7AtV2ObwBhIUgpeZw70de9K28ALUGtu02Stoaamyv90rhiZqeWmVGus3JRqzeUueOFb0hiUmpnLTWJsI4+BxrbhYyDJGJbJmmXPRaR6ZrZg59O+2CBbtmRv7p6ZyS5FGR+H9evrl5labkq1xspNqdaQa2NZjk9sLG0MSs8MucmMbcQx0NhqDCQNZgsv2XX3JN/QrMmaDIwmayIi2SftQfbf/nXOTE2sMdDYagwkDcMyWdMHjIiIiIiIiNSQJmsiIiIiIiI1pMmaiIiIiIhIDWmyJiIiIiIiUkOarImIiIiIiNSQJmsiIiIiIiI1pMmaiIiIiIhIDWmyJiIiIiIiUkONmqyZ2YFm9jEz22Jmj5rZPWZ2pZkdN6hcM9vdzN5rZreY2TYze9DMvmNmZ1r7t/kV93+9mV1rZveb2XYz+6GZfcDM1nRY/2Vm5r22gv4beui3rbeRExERERGRTswb8vXzZnYUcC2wX7hrK7AP2YTVgQl3v7DKXDNbG/oeE+7aDqwCdg+3rwJe5+47O/S/FDgj3NwJPBoeG+DHwEvd/a62PscCX1riae0PjAA3uvvz2/pvADYBTwAPdOj/iLuvX+IxaJ8MNmVfFBHJa/23XJn/BMbITE2sMdDYagwkDe3nPNx9yZMgddSIM2tmthr4KtmE6mbgSHffF3ga8FHAgA+Z2QkV536abKL2AHAS2URrL2AD2cTrROD9HR77bWQTtV3Ae4B93H0N8OvAncAvA19o7+fu33b3Azs14FdDJsBnuzz9bjlLTtRERERERKS7RpxZM7N3AhcD24DD3P2nbcu/DLwWuMndj1kUECHXzJ4L3BRuvsbdv9q2/B3AXwI7gFF3vze3bA/gJ8ABwMXu/u6C7BvJJosnu/uVK3hOTwAHu/vP25ZvIDuz9i/u/rJeczs8ls6sNdX0NExOwuwsjI7C+DiMjdUvM7XclGqNlZtSrSHXDs1y/PyJ0sag9MyQm8zYRhwDja3GQNIwLGfWcPehb8D1ZJckXtJh+bFhuZNNuqLnAh8J9/+oQ9/VwINhnbPblv1uuH8X8MwO/b8e1rl8mWN1c+j3pQ7LN4Tl/1zCdvF8k4bYtMl9ZMQ9u4ImayMj7lNT9cpMLTelWmPlplRrLrcVWeYYlJqZy01ibCOPgca24WMgySh4ndnX69ZBtYEXEP0JwpowqXHglA7r7JabGP1hFbnADeH+j3d5jCvDOl9ou//Pw/3f79L3nLDOvcsYq6NyO/VrOqwTbbLWa5OEbd68+A9n/g/o9HQ9MlPLTanWWLkp1dqWu+CFb0ljUFpmW27tx7aCMdDYNngMpBb6eP3Y1+vWQbUmvGftOWSXAwLcVrSCu+8C7gg3D4+dGz7l8bBufYPbO9TUut1L32eY2f5d1ss7Pfy8D/iHJdY9wsxuM7MdZvawmf3AzC42s3U9PpY00eQkzM0VL5uby5bXITO13JRqjZWbUq0dcg3P2txObGw9ZiyvHTqW9cWj11rb3BjjqrGNl5lirkjFmjBZOyj3+10d15pfdlCXdcrKXQvs3UdNB7Ut79a3qP8iZrYKOC3cvMzdn1iiy/5kE9btwJ7AEcA7gdvM7NSlHk8aana2+/KZmXpkppabUq2xclOqtZfcGFIbgz73A6fCt6fUaQxi5aZUa8xckYo1YbK2d+73HV3W2x5+7tNlnbJy+62p1b+XvkX9i7wK+IXwe7dPgbwL+BPgSGBPd98v5P8u2dm81cDfmtlv9vCY0jSjo92Xr1vBidkYmanlplRrrNyUau2Q6/PngPCJjQXXbi3Rzp94sn/sWmub25a5YExXOq4a23iZKeaKVG3Q12HGbmRni1rXq67qst7nwjpfi50LPDPX97gufc8I6zzWdv/mcP9/7dL30NxjvKSH5/PFsG7H98H1kLFvrrZv97B++7XEMuz0XiWNQazclGptyy3t/T96T1Fa26uiemOMbWPHQJJS8DpzRa9vB92acGZtW+731V3W26tg/Vi52wqWL6embW3Lu/Ut6r+AmT2N7HveAKa6rduNuz8E/Fm4+WIze8ZKs2RIjY3BZz4DIyML7x8Zye5fv4Kv6IuRmVpuSrXGyk2p1li5KdUaKzelWlPLTanWmLkiFRv671kzsxcA3ws3D3P3Ozqs913ghcBfu/t/ipkbPmDkYbLLGc9290s69L0IeC9wm7sfmbv/auDVZB/L/3sd+v4O8x8S8gxv+760tnXfBnwS2An8orvf02ndpZjZ4cx/8MkL3f36Lusu2PmGfV+UnC1bsjd3z8xkl6KMj/f/hzNGZmq5KdUaKzelWkOujWU5PrGxtDEoPTPkJjO2KW2vkJvS2DZ+DCQJw/I9a02YrK0BHiL75Mb/4O5fKlhnN+ABssv4/sjdPxk718yuB54PfMLd397hMa4ETgS+6O5vyN3/EeBc4N/c/agOfc8h+4j/+9z9gCWeS2tCebW7n9ht3aWY2RHAD8LNF7j7DV3W1WRNRBqv9XqizH8CY2RKRmOrMZA0DMtkbegvg3T3h8m+0wzg+A6rvYhsQgVwTUW53+jW18z2BF66RN8jzOzgDo99Qoe+7Y9zGNlEDfq4BDLnhbnf7ywhT0RERESkkYZ+shZcFn6eZmZFH2N/bvh5Y6fLGSPkfj78PMzMis5mnUE20dsBfLlt2TXAvWTb793tHc3saOAV4ebnuj6D+e9W+3eyL+HuyNr/i2Lx8rXAeeHm99z9viUeW0REREREOmjKZO0SsrM8a4CrwvuqMLM1ZvZh4JSw3kS+k5mNmpmHtqGsXAB3vxn4Qrg5ZWavDn1HzOwtwEVh2cXufm9b38eAC8LNd5nZOWa2R+j/ErLJ3W7At9z9qk6DEi7T/P1w8/KQ282zzOw6M/sDMzskl7O7mb0K+BbwK8Au4PwlskREREREpIuhf89aSzjbdA2wX7hrK9n3g+1G9pGeE+5+YVufUWAm3Hyru0+VkZvruxa4Fjgm3LUdGAH2CLevAl7n7js79L+U7AwcwBPAY8x/p9qPgZe6e8cvzjaz44Gvh5svcvfvdVo3rD/K/HgAPAo8QvYl30/JPYez3f3vumWFPL1nTUQaT+9ZS4vGVmMgadB71hLj7reSfZHzx8kmMnsA9wNXA8d3mlDFzHX3rcCxZJcO3ko2uXsMuA44Czi500Qt9D8TeCPZe9i2AauAHwEfBH6t20QtaF0C+aOlJmrBPcDbyc4I3kE2Mds3/LyB7Gzg4b1M1EREREREpLvGnFmT+tGZNRERnVlLjcZWYyBp0Jk1ERERERERiUaTNRERERERkRrSZE1ERERERKSGNFkTERERERGpIU3WREREREREakiTNRERERERkRpaNegCRKSBpqdhchJmZ2F0FMbHYWysfpmp5aZUa6zclGpt5RJyJibKG4OyM1u5qYxtSturlZvS2DZ9DESq5O5qagNpZF8C/mSThti0yX1kxD37ip6sjYy4T03VKzO13JRqjZWbUq253FZkmWNQamYuN4mxTWl7VVBvjLFt9BhIMgpeZw78te9K2sALUGtu02StgTZvXvyHM/8HdHq6Hpmp5aZUa6zclGpty13wwrekMSgtsy239mOb0vaqqN4YY9vYMZCkDMtkTe9ZE5HqTE7C3Fzxsrm5bHkdMlPLTanWWLltmYbPt7md2Nh6zFh+O3Qs65/PKzl3Uc0rzY2RWdEY5Gsucz8oJXMIckvZZtq/RAZCkzURqc7sbPflMzP1yEwtN6VaY+XmMhe9MJM06VgoJVfHQ2bROKx0bEUqpsmaiFRndLT78nXr6pGZWm5KtcbKLchc8H/0ExsLroXqoZ0/8WRG7XNzmYWthFpj5sbaD/rOHJLcMvev0jIr2r9KHVuRqg36Oky15jYWX0sswy7R96jUPjelWmPlVvB+mtrnprS9YuXqPWvx6tUYSGIKXmcO/LXvStrAC1BrbtNkraGmpsr/dK4YmanlplRrrNyQueCFWYm1JpGb0vaKlRu51lj7QRL1agwkIcMyWbPsuYhUz8wW7HzaFxtky5bszd0zM9mlKOPjsH59/TJTy02p1li5W7ZgY1mGT2wstdZkclPaXrFyI9Yaaz9Ipl6NgSTCbOElsO7e4ZrYetNkTQZGkzURiaH197nsf1JSy5U4UtteMerVGEgKhmWypg8YERERERERqSFN1kRERERERGpIkzUREREREZEa0mRNRERERESkhjRZExERERERqSFN1kRERERERGpIkzUREREREZEa0mRNRERERESkhjRZExERERERqSFN1kRERERERGpIkzUREREREZEa0mRNRERERESkhlYNugARaaDpaZichNlZGB2F8XEYG6tfZmq5KdUaK3d6GggZExPl1ppKbkrbK1ZuzFpj7Qep1KsxEKmWu6upDaQBnm/SEJs2uY+MuMN8Gxlxn5qqV2ZquSnVGis3ZLbiyq41idyUtles3Mi1xtoPkqhXYyAJKXidOfDXvitpAy9ArblNk7UG2rx58R/k/B/m6el6ZKaWm1KtsXJzmQtemJVYa+1zU9pesXIrqDXWflD7ejUGkphhmazpPWsiUp3JSZibK142N5ctr0Nmarkp1RortyDT8KzN7cTG1mPG8tuhY1l/PHpujDHoOzO13JRqrTi37/02xj7bodZa54pUTJM1EanO7Gz35TMz9chMLTelWmPl5jIdW37/utF+UNsxCFOe0nMLxcqNIbUxWGmuSMU0WROR6oyOdl++bl09MlPLTanWWLltmT5/HiFrExsLrrHqoZ0/sejFeazcsseglMzUclOqteLcvvfbGPtsh1prnStStUFfh6nW3Mbia4ll2CX6HpXa56ZUa6zc1N73ovesJbsfpJYbY/+KdSzUfgwkKQWvMwf6unelbeAFVPpk4UDgY8AW4FHgHuBK4LhB5QK7A+8FbgG2AQ8C3wHOBKyH/q8HrgXuB7YDPwQ+AKzp0meqfQcuaFfFHktN1hpqaqr8T/2KkZlabkq1xsqNXOuCF3x1zU1pe8XKTanWCnJj7F+xjoUkxkCSMSyTNcuey/Azs6PIJjX7hbu2AvuQXQrqwIS7X1hlrpmtDX2PCXdtJ/vuu93D7auA17n7zg79LwXOCDd3kk2a9gm3fwy81N3vKug3BZwOPEI2QSzyv9z9zR0et5SxNLMFO19T9kUBtmzJ3tw9M5NdijI+DuvX1y8ztdyUao2VG7FWG8tyfGJjvXNT2l6xclOqNXJujP0r1rGQzBhIEswWXrLr7km+obkRkzUzW012xulZwM3Am939tjBZeh9wTlj1le7+9apyzewK4A3AA2STp6vJJjy/D3wK2BP4M3ffWND3bcAngV3AfwY+4e6PmdmxwGWhpm+5+28U9J0Kj/d+d7+g1+dbxnNuy9JkTUSS0fq7X/Y/VbFyRSDO/pXaPptavVKOYZmsNeUDRs4im1xsA05y99sA3H2ru58LfCWs96Gqcs3suWQTNYC3uvtV4aztnLt/FjgvLHuXmR3Q1ncP4IJw82Pu/ufu/lh47G8DryM7w/XrZnbSMp/TUmKNpYiIiIiI5DRlsnZa+HmZu/+0YPlHws/nmdlhFeWeGn7e4e5fLeh7KfAQsBo4pW3ZK4ADyCZkH23v6O43A//UVmNZYo2liIiIiIjkDP1kzczWMP+esK91WO06sokRwMsryv3t8LPwUkF33wF8c4m+P+gwYcrX1NPz6UWssczl99REREREpJma9npx6CdrwHPgyS8Fua1oBXffBdwRbh4eO9eyPah11qmwb3B7h5pat3vp+wwz27/DOqeZ2Z1m9riZPWBm3zKz94b3nxWJNZYiIiIiItKmCZO1g3K/L/pkxIJlB3VZp6zctcDefdR0UNvybn2L+reMhWXbgKcCxwIXAf9mZkcXrB9rLEVEREREpE0TJmt7537f0WW97eHnPl3WKSu335pa/XvpW9T/JuBtwCHAnu7+dODpwNlk3/N2CPCPZrZfW79YYykiIiIiIm1WDbqACsS6aLWf3HzflXyQbKv/ij6E1t0/XnDfg8AlZvY9svedHUT2MfwTBY8bhT66X0RERES66fX14rC8b60JZ9byX/q8ust6exWsHyt3W8Hy5dS0rW15t75F/TsKnyR5ebjZ/rH/scZSRERERETaNGGyln9v1cFd1mstu7uC3K3AI33UdFfb8m59i/ov5bvh5y93eNxeH3u5jysiIiIiIkETJms/Yv5ywSOKVjCz3YBnh5u3F61TZq5n529/2K1v0Po0xfaaWrd76Xufu/+8y3pFOl1mGWssRURERESkzdBP1tz9YeCGcPP4Dqu9CNg3/H5NRbnf6NbXzPYEXrpE3yPMrNMZrhM69O3FC8PP2fydscZSREREREQWa8IHjABcBryA7HvF/tTd2y/POzf8vNHd76B3/eR+HngPcJiZnejuV7UtP4Ns0rMD+HLbsmuAe4EDgHfnHgeA8LH7rwg3P9e2zLzLOzND3zeFm1cXrBJrLKVJpqdhchJmZ2F0FMbHYWysfpmp5aZUa6zcmLUSciYm6p2b0vaKlZtSrbFzY+xfsY6FVMZApEruPvSN7MMwZsku4bsRODzcvwb4cLjfgRPa+o3mlm0oKzfX/4qw/OfAq8N9I8BbyD7+3oEPduj7trB8juxTG/cI978E+HFY9q8F/d4MfBE4GXh67v59ySaID4S+9wDPKPs5t2V5vklDbNrkPjLiDvNtZMR9aqpemanlplRrrNzItbYia52b0vaKlZtSrRXkxti/Yh0LSYyBJKPgdWZpc4sq28ALqOyJwtFhUtTaaA+FiY4Du4DzCvp0naytNDfXdy3ZZYWtvo8Aj+ZuXwms6tL/0ty6jwMP525vAQ4u6LOhbefdCtwfam3ddyfwvDLHskOOJmtNs3nz4j/I+T/M09P1yEwtN6VaY+VWUOuCF3x1zE1pe8XKTanWinJj7F+xjoXaj4EkZVgma0P/nrUWd78VOBL4ONmZpz3IJilXA8e7+4VV57r7VuBY4DzgVrKd6TGy7zk7CzjZ3Xd26X8m8Eay97BtI7us9UfAB4Ffc/e7Crp9A/h/gf8JzIT71pJNvq4F3gkc6e43xXjO0nCTkzA3V7xsbi5bXofM1HJTqjVWboW1Gp61uZ3Y2HrMWH47dCzrX/R1mQmMQW1zU6q1IPfJfSvC/tV3box9tmAMap8rUrGmvGcNAHf/GfCO0HpZf5Yevgh6ubltfR8HLgpt2dz9C8AXlrH+ncAHVvJYbTkrfs7SYLOz3ZfPzHRfXlVmRbmtFz2e/2emYWNQWu6gai2Jt/+pSWkM6pSbUq295NZYKfsspLfNRCrWmDNrIlIDo6Pdl69bV4/M1HJTqjVWboW1ev78x8TGgmu3emjnTyzIKaXelLZXrNyUai3I9YXn1krbv0rJjbHPFoxB7XNFqjbo6zDVmttYfC2xDDu9R0XvVYqVm9L2ilVvStsrVm5KtaaWm1KtbbmlHruSjILXmQN5vdtvG3gBas1tmqw11NRU+Z/6FSOzgtwFLyAaOgYp7Qelbq9Y9aa0vWLlplRrarkp1ZrLLf3YlSQMy2TNsuciUj0zW7DzaV9skC1bsjd3z8xkl6KMj8P69fXLjJxrY1mOT2xs7BiktB+Uvr1CbkpjkExuSrWmlptSrSE3yrErtWe28HJdd1/ycyjqSJM1GRhN1qTpWn9HtOunQdtLJE06dptpWCZr+oARERERERGRGtJkTUREREREpIY0WRMREREREakhTdZERERERERqSJM1ERERERGRGtJkTUREREREpIY0WRMREREREakhTdZERERERERqSJM1ERERERGRGtJkTUREREREpIY0WRMREREREakhTdZERERERERqaNWgCxCRBpqehslJmJ2F0VEYH4exsfplxs4l5ExMNHcMUtoPyt5erdyUxiCV3JRqTS03pVpbuTGOXZGquLua2kAa4PkmDbFpk/vIiDvMt5ER96mpemVWkNuKbPIYpLQflLq9YtWb0vaKlZtSranlplRrLrf0Y1eSUPA6c+CvfVfSBl6AWnObJmsNtHnz4j/I+T/M09P1yKwod8ELiIaOQUr7QWnbK1a9KW2vWLkp1Zpabkq1tuWWeuxKMoZlsqb3rIlIdSYnYW6ueNncXLa8DpkFuYbPt7md2Nh6zFh+O3Qs64+XV29FYxArt5SxzY3rola37VUwBqXkJr4flJKbUq2p5aZUa8xckYppsiYi1Zmd7b58ZqYemW25hS/UY6npGMTKrXRsY6jT2Ca8H5SWm1KtqeWmVGvMXJGKabImItUZHe2+fN26emR2yF1wvmZiY8E1Oz208yeezCit3grHIFZu32NbMK613V4dxqDv3CHYD/rOTanW1HJTqjVmrkjVBn0dplpzG4uvJZZhl+j7KGK9V6m0XL2XJK3t1Zab0rFQ+9yUak0tN6Va23JLPXYlGQWvMwf+2nclbeAFqDW3abLWUFNT5X/qV4zMXO6CP/R1zY08BkmMbUrbK5eb0rGQRG5KtaaWm1KtudzSj11JwrBM1ix7LiLVM7MFO5/2xQbZsiV7c/fMTHYpyvg4rF9fv8yQa2NZjk9srHduxDFIZmxT2l4hN6VjIZnclGpNLTelWkNulGNXas9s4eXr7t7hevZ602RNBkaTNUlF69/7snfRWLkpiTEG2l4ikqdjt5mGZbKmDxgRERERERGpIU3WREREREREakiTNRERERERkRrSZE1ERERERKSGNFkTERERERGpIU3WREREREREakiTNRERERERkRrSZE1ERERERKSGGjVZM7MDzexjZrbFzB41s3vM7EozO25QuWa2u5m918xuMbNtZvagmX3HzM609m/zK+7/ejO71szuN7PtZvZDM/uAma3p0ucYM/tTM/tnM7vXzJ4wswfM7Jtm9nYz27NL3w1m5ku0bUvVLSIiIiIi3Zk35Ovczewo4Fpgv3DXVmAfsgmrAxPufmGVuWa2NvQ9Jty1HVgF7B5uXwW8zt13duh/KXBGuLkTeDQ8NsCPgZe6+11tfU4D/nvurl2h5qfm7rsdOMHdf1rwmBuATcATwANFdQGPuPv6DsvyWQt2vqbsi5Ke1n+blL2LxspNSYwx0PYSkTwdu83Ufs7D3Zc8CVJHjTizZmarga+STahuBo50932BpwEfBQz4kJmdUHHup8kmag8AJ5FNtPYCNpBNvE4E3t/hsd9GNlHbBbwH2Mfd1wC/DtwJ/DLwhYKuTyGbFH4aeDmwl7s/DVgL/DHwCHA48PdLnNn7trsf2KEtOVETEREREZHuGnFmzczeCVwMbAMOaz9jZGZfBl4L3OTuxywKiJBrZs8Fbgo3X+PuX21b/g7gL4EdwKi735tbtgfwE+AA4GJ3f3dB9o1kk8WT3f3K3LJfAR5y93s6PKfTgalw82Xu/i9tyzeQnVn7F3d/WVFGr3RmTVKhMzXx6MyaiMSmY7eZdGYtLaeFn5cVXdoHfCT8fJ6ZHVZR7qnh5x3tE7XgUuAhYDVwStuyV5BN1JzsDN4C7n4z8E9tNbaW/Z9OE7XgMuDx8HvPE1eRZZmehokJOPXU7Of0dD0zW7ktdc+NOQapjG1K26uVm9KxkEpuSrWmlptSra3cljJzRari7kPdgDVklwo6cEqHdXYDHgzr/GEVucAN4f6Pd3mMK8M6X2i7/8/D/d/v0vecsM69Kxizn4e+7ylYtiEs++cSto3nmzTEpk3uIyPu2X9yZm1kxH1qql6ZudxWZK1zI49BEmOb0vbK5aZ0LCSRm1KtqeWmVGsut/RjV5JQ8Dqzr9etg2oDLyD6E4QX5jbUs7us992wzl/FziW7PHFbuP+sLn0vCuv8oO3+fwj3f75L39/J1bf/MsbriFy/3ylY3pqs3QfcRnaZ5sPAD8guCV23jMdadCD10iRhmzcv/oOc/8M8PV2PzLbcBX/o65hbwRjUfmxT2l5tuSkdC7XPTanW1HJTqrUtt9RjVwauj9ePPb0+rVtrwmWQB+V+v6vjWvPLDuqyTlm5a4G9+6jpoLbl3foW9e/mA+HnT4Bruqy3P/Acsg8r2ZNskvdO4DYzO7VLP2myyUmYmyteNjeXLe8z0/D5NrcTG1uPGctvh45l/fHF2XXLzWXmc/sa14KxjZlb5hiUltkhN9YY9J1b4faqbW5KtaaWW8G/tYtaHY9dkYo1YbK2d+73HV3W2x5+7tNlnbJy+62p1b+XvkX9C5nZGWQfiALwLnd/vGC1u4A/AY4E9nT3/UL+75J95P9q4G/N7Dd7eUxpmNnZ7stnZvrKLPyjLCsbV4izvXrJTUmdxnZQ26tOuSnVmlrusP1bu9KxFalYEyZrsT75pZ/cfN+V/IvX6l/av5Zm9lvAJ8LNv3b3LxWt5+5fd/c/dffbWpM5d3/M3f8BOBaYBkaAZX9nnTTA6Gj35evWlZK54P9mJzYWXFvTQzt/4smM2ufmMr3on6aVjGuHsY2VW+YYlJbZITfWGPSdW+H2qm1uSrWmllvBv7WFrW7HrkjVBn0dZuwGvIb561XXdFnvy2Gdv4+dC+yb63tSl77vCOvc33b/zeH+j3bpe3TuMX51iefyfLJPnnTgS8BIH+P91pCzC3jGEut6vkkDRH4fRSuq78zUcvVekrS2V1tujGMhtf1AY5BAbkrHQsx6JRkFrzNX9Np20K0JZ9by7906uMt6rWV3V5C7lezLp1da011ty7v1Ler/JDP7VeBrZO+j+zrwJnfvcKF7T77bigZG+8iRYTQ2Bp/5DIyMLLx/ZCS7f/0Kvk89RmZquSnVGis3pVpj5aZUa6zclGpNLTelWmPmilRs6L8U28zWkJ01MuA/eMHlfWa2G/AA2RmvP3L3T8bONbPryc5ofcLd397hMa4ETgS+6O5vyN3/EeBc4N/c/agOfc8h+4j/+9z9gA7rHAb8C9l3tn0TeJW7by9at1dmdgTZJ0MCvMDdb+iy7oKdb9j3RcnZsiV7c/fMTHYpyvh4/384t2zBxrIMn9hYTmZquTHGNXJujDFIZnuF3BjHQmr7gcYgodyUjoWQG6Veqb1h+VLsoZ+sAZjZ94AXAJ9y97cVLH8J8O1w8zB3vyN2rpl9GHgP8CN3f05B3z2Bn5FN9M5290tyy14NXE12qeEvufuiT4U0s68BJwCXu/vvFSxfD/xvsjNw1wPHufvDvTzvbszsrUDrI5YOcPf7uqyryZqUqvXvctm7Umq5KYkxBtpeInGldiykVq+UY1gma024DBLgsvDzNDMr+hj7c8PPG3udqJWQ+/nw8zAzO7Gg7xlkE7UdZO97y7sGuJds+727vaOZHQ28Itz8XMHyXwoZBwO3Aq/sZaJm7Xv94uVrgfPCze91m6iJiIiIiEh3TZmsXQLcCawBrjKzwyG7lDGc4TolrDeR72Rmo2bmoW0oKxfA3W8GvhBuToWzZZjZiJm9hewLsQEudvd72/o+BlwQbr7LzM4xsz1C/5eQTe52A77l7le1PacDgH8CnkX2UfvHu/u/Fzy3Is8ys+vM7A/M7JBc5u5m9irgW8CvkJ3xO7/HTBERERERKdCIyyDhybNN1wD7hbu2kn0/2G5knxIz4e4XtvUZBWbCzbe6+1QZubm+a4FrgWPCXdvJPvZ+j3D7KuB17r6zQ/9Lyc7AATwBPMb8d6r9GHhp+yWSZvY+4P25Wrt9V9sV7v6OXN9R5scD4FGyD0pZCzwl9xzOdve/65LbytNlkFKq1C5/06U5ugxSJEWpHQup1Svl0GWQiXH3W8m+yPnjZBOZPYD7yd77dXynCVXMXHffSvbdZOeRXY7oZBOu64CzgJM7TdRC/zOBNwLfALYBq4AfAR8Efq3ovWws3OZrgV/o0vZt63sP8HayM4J3kE3M9g0/byA7G3h4LxM1ERERERHprjFn1qR+dGZNypbaGRX9b6/OrImkKLVjIbV6pRw6syYiIiIiIiLRaLImIiIiIiJSQ5qsiYiIiIiI1JAmayIiIiIiIjWkyZqIiIiIiEgNabImIiIiIiJSQ5qsiUj1pqdhYgJOPTX7OT1dTmZLWZmp5cYY19i5LU3eD2IcC6ntBxqDdHJTOhZauS1l5opUxd3V1AbSyL4E/MkmDbFpk/vIiHv2lTdZGxlxn5rqO7MVV0pmarkxxrWC3BhjkMT2yuXGOBZS2w80BonkpnQsxKxXklDwOnPgr31X0gZegFpzmyZrDbR58+I/yPk/zNPTfWUu+IPcT2ZquTHGtaLcGGNQ++3VlhvjWEhtP9AYJJCb0rEQs15JxrBM1nQZpIhUZ3IS5uaevGn4fJvbiY2tx4zltUPHsr744sebm8ses4RaF9S70lpj1VtQa9+ZBbmlbK8OYxBjP6jt9ioY21JyK9oPap2bUq2p5aZUa8xckYqtGnQBItIgs7PVP+bMzMr65Wp1rPjFegwrqXepcS1hDCp7/qkpYWxLy61gP6h9bkq1ppbb9m9iKZltuYVK+je8tFyRiunMmohUZ3R0wU1feK4Gn9hYcB3MEu38iSf7F1q3rj61xqq3rdZSMjvkxhqDGPtBbbdXh7HtO7fC/aC2uSnVmlpuSrXGzBWp2qCvw1RrbmPxtcQy7PQ+imTfsxZrbGOMQe1rbcuNcSzE2g9qn5tSranlplRrzFxJRsHrzIG/9l1JG3gBas1tmqw11NRU+Z/6FTIXvJgu4xO/YtQaq96Uao2Vm1KtudwYx0Ks/SCJ3JRqTS03pVpj5koShmWyZtlzEamemS3Y+bQvNsiWLdmbu2dmsktRxsdh/fq+M20sy/CJjeVkxqo15JZeb0q1xspNqdaQG+NYiLUfJJObUq2p5aZUa8xcqT2zhZevu3uH69nrTZM1GRhN1qRsrX+XU9mVUqo3Vq0xclOqVURE4hiWyZo+YERERERERKSGNFkTERERERGpIU3WREREREREakiTNRERERERkRrSZE1ERERERKSGNFkTERERERGpIU3WREREREREakiTNRERERERkRrSZE1ERERERKSGNFkTERERERGpIU3WREREREREakiTNRERERERkRpaNegCRKSBpqdhchJmZ2F0FMbHYWys/0xCxsREOZmt3LJrbeWWXW9KtcbKTanWVm6MYyHWfpBKbkq1ppabUq0xc0Wq4u5qagNpgOebNMSmTe4jI+4w30ZG3Kem+s5sxZWSGavWWPWmVGus3JRqzeXGOBZi7QdJ5KZUa2q5KdUaM1eSUPA6c+CvfVfSBl6AWnObJmsNtHnz4j+c+T+g09N9ZS54Md1PZqxaY9WbUq2xclOqtS03xrEQaz+ofW5KtaaWm1KtMXMlGcMyWdN71kSkOpOTMDdXvGxuLlteh8yKcw3P2txObGw9ZiyvHTqW9W3l5NtKM9tyS6s1Vm6FtcbaD/rOHYJjoe/clGpNLTelWmPmilRMkzURqc7sbPflMzN9ZbamKH1ntuUWKiF3Ua1Se7XevyrYZ2ufm1KtqeWmVGvMXJGKabImItUZHe2+fN26emRWmLvoXNjExoJrdpZo508UnVPrLzO13IpqjbUflJKb+LFQSm5KtaaWm1KtMXNFqjbo6zDVmttYfC2xDDu9j0JjECs3pVpj5aZUa6zclGpNLTelWmPmSjIKXmdW9hq3zDbwAip9snAg8DFgC/AocA9wJXDcoHKB3YH3ArcA24AHge8AZwLWQ//XA9cC9wPbgR8CHwDW9ND3+cDlwF2h7p8AfwOMVTGWmqw11NRU+Z/OFSMztdyUao2Vm1KtsXJTqjVWbkq1ppabUq0xcyUJwzJZs+y5DD8zO4psUrNfuGsrsA/ZpaAOTLj7hVXmmtna0PeYcNd2su++2z3cvgp4nbvv7ND/UuCMcHMn2aRpn3D7x8BL3f2uDn1PJ5uYrQp1bgX2DYsfAU5292vLfs5tOQt2vqbsiwJs2ZK9uXtmJrsUZXwc1q+vX2ZquSnVGis3pVpj5aZUa6zclGpNLTelWmPmSu2ZLbx03d2TfKN4IyZrZraa7IzTs4CbgTe7+21hsvQ+4Jyw6ivd/etV5ZrZFcAbgAeA04GrySY8vw98CtgT+DN331jQ923AJ4FdwH8GPuHuj5nZscBloaZvuftvFPQ9CrgBeArwOeBd7n6fmT0L+DRwPNkZvl9x9/vKfM5tWZqsiYiIiEjpNFlLiJm9E7iY7DLDw9z9p23Lvwy8FrjJ3Y9ZFBAh18yeC9wUbr7G3b/atvwdwF8CO4BRd783t2wPsksWDwAudvd3F2TfCBjZGbIr25Z/BXgN2YTtxe4+l1u2D3A78EvAX7j7OW19V/yc22myJiIiIiIxDMtkrSmfBnla+HlZ++Qi+Ej4+TwzO6yi3FPDzzvaJ2rBpcBDwGrglLZlryCbqDnw0faO7n4z8E9tNQJgZk8FXh1u/kV+ohb6biM7qwfwe9a+p8cbSxERERERyRn6yZqZrWH+PWFf67DadWQTI4CXV5T72+Fn4aWC7r4D+OYSfX/QYcKUr6m972+QXf7Y8bFzfQ8CntO6M9ZYioiIiIjIYkM/WSObbLTODt1WtIK77wLuCDcPj50bzla1zjoV9g1u71BT63YvfZ9hZvsX9P2Zu9+/RN/2x441lkB2urqXJvWk7ZQWba/0aJulRdsrLdpe6Wja68UmTNYOyv1e+MmIbcsO6rJOWblrgb37qOmgtuXd+rb3X7JvOKv3YJe+vT52r2MpIiIiIiJtmjBZ2zv3+44u620PP/fpsk5Zuf3W1OrfS99Oj92tb6fHjjWWIiIiIiLSpgmTtVjnQfvJzfddyUcgtvoPqq+IiIiIiETWhMnattzvq7ust1fB+rFytxUsX05N29qWd+vb6bG79e302LHGEmDBt7UvZ5mIiIiINEMvrxWH6fViEyZr+fdWHdxlvdayuyvI3Qo80kdNd7Ut79a3vf+SfcMXXz+1S99eH7vXsRQRERERkTZNmKz9iPlL/o4oWsHMdgOeHW7eXrROmbmeTfd/2K1v0Po0xfaaWrd76Xufu/+8oO+BZrbfEn3bHzvWWIqIiIiISJuhn6y5+8PADeHm8R1WexGwb/j9mopyv9Gtr5ntCbx0ib5HmFmnM1wndOj7r8AT4fdXLNH3buYnldHGUkREREREFhv6yVpwWfh5mpkVfZz8ueHnje5+R8HyGLmfDz8PM7MTC/qeQTbp2QF8uW3ZNcC9ZNvv3e0dzexo5idin8svc/eHgH8IN98dzoTl++4NnB1uXuaLL/qNNZYiIiIiIpLTlMnaJcCdwBrgKjM7HMDM1pjZh4FTwnoT+U5mNmpmHtqGsnIB3P1m4Avh5pSZvTr0HTGztwAXhWUXu/u9bX0fAy4IN99lZueY2R6h/0vIJne7Ad9y96sK6v4TsrNrLwyPvX/oewjwJeAQsu9Zu6ig74qfs4iIiIiILEP7J6cMawOOBn5O9p4rBx4C5sLvu4DzCvqM5tbfUFZuru9asssKW30fAR7N3b4SWNWl/6W5dR8HHs7d3gIc3KXv6WQTtladD+b6bgNeXuZYdshxNTU1NTU1NTU1tdht0HORlbamnFnD3W8FjgQ+DvwY2AO4H7gaON7dL6w61923AscC5wG3ku1MjwHXAWcBJ7v7zi79zwTeSPYetm3AKrIPAfkg8GvufleXvp8FXkJ2du8eso/i/7/AZOh7bYznLCIiIiIivbFwhkOkcmamnU9EREREonN3G3QNK9GYM2siIiIiIiIp0Zk1ERERERGRGtKZNRERERERkRrSZE1ERERERKSGNFkTERERERGpIU3WREREREREakiTNRERERERkRrSZE1ERERERKSGNFmTZTGztWb2ATP7oZltN7P7zewaM/t/BpltmTPN7Dtm9qCZPWxmN5vZe8xs9x76v8LMrjSze83sUTPbYmYfM7Nf6NLnAjPzJdoPljsOvTKzA0ONW0LN94TncNygcs1sdzN7r5ndYmbbwrb4Ttg2S34ZpZm93syuDdt+e9gXPmBma3ro+3wzu9zM7gp1/8TM/sbMxnp97rFpmz3ZZ6qHY+eq5Y5D2YZpe5nZUWZ2tpl9xsy+b2Y7wzhfvoy6dYwlss10jFW7vcxslZn9jpl9wsxuMLOHzOxxM7vbzL5qZq/tse5aH2PaXk/2r/b4cnc1tZ4a8IvAjwEP7WHgidzt/zaIbOApwNW5dR8Dtudufw/Yp0v/jbl154CHcrfvBY7s0O+CsM4O4Gcd2j9H2hZHAT/P1flQqN2BXcB5VecCa4Ebcn0fCduidftKYFWX/pfm1n0i7AOt21uAg7v0PT23v+wCHsz13Qa8vAbHj7bZfL+p3LbpdOz8nbZXedsLuCW3Xr5d3mPdOsYS2mY6xqrdXsCn27bR48DWtvu+CDwl1WNM22twx9fANrpaWg0w4Lqwc84Ax4b79wTekzuwzqg6G7iI+UnT6cBIyDwRuD8s+1yHvq/OHZh/DqwJ9x8B3Mz8i849CvpeEJZPVbwtVgOz4bFvAo4I968Nz6H1fE6oMhe4Iiy/P4y9hW1xetg2DnywQ9+3MT9ZPrc13sCxuZr+tUPfo8I/tA78d+AZ4f5nAV8P9/976/4BHT/aZgv7ToXlFwxqmzRwe11P9m/ap4Ezgf9J7y/8dYylt810jFW4vcJ4/xT4U+DXAAv3Hwz8Ve5xP5ziMabtNdjja+AHrFoaDXgt8y/Mfq1g+cVh+d3A7lVlAwcCj4blby/o+xrm/3fmqILlt4TlXy5Y9ovMnyn444LlFzCYydo7w+M+DDyzYPmXw/Ibq8oFnpv7x+3kguXvCMu2Awe0LdsDuCcs/4sO2bvC8pMKln8lLLseGGlbtg/wk7D8o1VuJ22zrttsinq/kByq7RWWtx8brW3Qywt/HWPpbTMdY9X+m/hCCv5TN7d8U+j7CLC6YHmtjzFtr0XLKz2+Kt/gamk2stPBDnytw/JnMv/i7FVVZQN/FO5/ENizQ/87wjoXtt1/RO5Af0mHvq3LvK4rWHYBg5msXR8e95IOy4/NPa/DqsgFPhLu/1GHvquZv6Tj7LZlv8v8hHrRP9Zhndb/LF7edv9Tmf/fyN/r0HciLL+L8L9nVTdts0XLpqj3C8mh2l4d1m9tg64v/HWMpbfN2ta9YBDbQ9trUd/fyj3u89qW1f4Y0/ZatLzS40sfMCK9eln4+bWihe7+U+C2cPPlFWb/dvj5v9390Q75X1+i70PAdzv0bdX0QjPbp8M6lbHsQxuOCTcLx4vsktKHwu89bYsScltj+XUKuPsO4JtL9P1B2NZFWjW19/0NsvcsdnzsXN+DgOd0WCcabbNl/3swUEO6vfqhY2zluYPaZrXW0O11f+73kbZltT7GtL0Wba/KabImSzKzA4D9w83buqx6e/h5eIXZrdu99H1O2ycDtfr+0N13LdHXgMM6rHOcmW02s8fCJwrdaGb/1bp8kmQfnhNqgQ7POTyXO8LNXrfFinPDmLbGJvY2fIaZ7Z+7v9X3Z+5+P8Vuz/3e875ZIm2zhdss7zQzuzN8CtcDZvat8Klea7vkxjaM26sfOsZWkDvgbZanY6yH3Aq212+Fn08A/6dtWd2PMW2vzio5vjRZk14clPv9ri7rtZYd1GWdsrMPalvere8+oa2kb9Fjt/wisI7s2uZ9gOcB/wW4vd+Psy0Qa1v0k7sW2LuPmvrZDkv2Df+79mCHx66Ctlnn5zQWlm0juxToWLIPDPo3Mzu6S3ZMw7i9+qFjbGW5g9xmeTrGesuNtr3CVTnnhZtfcveH2lap+zGm7dVZJceXJmvSi71zv+/ost728HM5lwv2m93q30vf9v799AXYTPYpeIeSvV/u6WT/gLyJ7FOGng58xcx+pUv+csXaFv3k1n0bdnvsKmibLe5/E9mnSR7C/LHzdOBsshckhwD/aGb7dcmPZRi3Vz90jK0sd5DbDHSM1Wl7fYrsP3W3Mj8JyKv7MabttVilx5cma0PMzN5n2ZdorqR9MB+V+93LLrOk7JX0bT12t74dl7n759z9o+4+7e47w32PuPsVZP+7cj/ZPxAXrKC2Tpb8kuIB5Pa7DXvZDjH6VkXbrI27f9zdP+Xu/7d1CbK7P+jul5C9t+Bxsv+tPGcl+X0axu3VDx1j/fetfOx0jPXVt7TtZWbnAaeFzDPcfbbLY9f1GNP2alP18aXJ2nDbjeyNkSttLdtyv+/V5fFay7Z1Waddv9mPLKNve/9tBcvb5f/3pufn5e4/Af463PxdMyvrWMvXsLrLesvdFv3k9rsNe9kO/WzDbo9dBW2z5R07NwOXh5sn9dqvRMO4vfqhY2xluYPcZl3pGKtme5nZWcCHws1z3P0LHVat+zGm7bUMMY4vTdaGmLtf4O62wpY/9Zu/HvjgLg/ZWnb3MsrsN/uutuXd+m5j4QG7nL5Fj72U1idMrgXKutQk1rboJ3cr85Pm2Nuwvf+Sfc1sNdm15EWPXQVts5UfO7+8zH5lGMbt1Q8dYyvLHeQ264WOsYjby8zeDHwy3LzA3S/usnrdjzFtr+Ur9fjSZE2W5O73AT8PN4/osmrr03Zu77JO2dmt2730/aGHL8ho6/ucLme+Wn0d+GGXxygS4zT9j3JZhc85PJdnh5u9bosV54YxbY1N7G14n7v/PHd/q++BXa4Nz38KVM/7Zom0zRZus14M8rKgYdxe/dAxtoLcAW+zXugYi7S9zOz1ZF+qvBvZl1i/f4m6636MaXstX6nHlyZr0qtvhJ/HFy00s2cyf8BcU2F2q+9LzWzPDvmt3E599wVe0KHvCeHnd939kQ7rdPLC8PNh4IFl9i3k7g8DN4SbheMFvIjsOUGP26KE3KW24Z7AS5foe4SZdfofstZ2aO/7r2QfrQvwiiX63s3yJ9x90zZb9r8HMH/szK6gb1+GdHv1Q8fYynMHtc16oWMswvYys5OAz5G9leRT7n7u0pXX+xjT9lqRco+vbt+YrabWasBryf6HYA44umD5R8Pyu4Ddq8oGDgQeDcv/U0Hfk8KyXcBRBctvCcv/v4JlB5Odal+UDdgSz+kXyc4YOnBFydvinSF3K3BQwfK/D8tvqCoXeG5Y5sCJBcv/OCzbDhzQtmwP4J6w/M8L+h4d9o1O2V8Jy74L7Na2bG/gzk7ZVTVts2UdO0cDj4W+F2l79b+9OtQyFda/vId1dYwltM10jA1me5FNtFqvR6aW2g5tfWt9jGl7LehX+fFV+QZXS7ORndK9Lux8PwZeHO7fg+zTblovzM7o0L91QF0QIfui3AH5ZmAk3P9q5idMn+vQ99W52j4MrAn3Hw7cGO7fAuzR1u+3gK+RfUz/gbn79wLeAPwk9H0EeE7J22I12f/WeKjx8HD/mvAcWs/nhLZ+o7llG8rKzfW/Iiz/OfDqcN8I8JawbRz4YIe+b2N+wn5Oa7yBl4R9woF/7dD3aLJPXnLgb4H9w/2HhG3kwL8Dzxjg8aNtNt/vzcAXgZOBp+fu3xc4g+wstJNNBgeyzYZ0e+0F7J9rnw/rf6nt/n10jKW9zdAxVvn2An6d7D3xHrbTbsscj1ofY9pegz2+Kt/gauk2srNFrRdhTnZ53xO52/+tS9/WOhdEyH4KcHVu3UfJJkmt298jTMI69P8vuXV3Ag/lbt8HHFnQ52W5dTw83s9D/9Z993f6B6aEbXE08xNRDzW3JrW7gPMK+nT9R3Olubm+a8kuaciPyaO521cCq7r0vzS37uNhH2jd3gIc3KXv6bn9ZRfZ95y0+m4DXl6D40fbLOuzoe3Y2RqOlV25++4EnqftVd72IvsKEe+hTekYS3ub6RirfnsB1+bWuQ/4WZf2xhSPMW2vwR1fA9voamm2cGB8kOya6R1k/4NwLfD6Jfq1duALys4OfXcDzgK+Ew70bcDNwHvp4bJMstPhV4WD9lGyF5ofA36hw/r7Ae8hu3RhM9n/eD0RDthvkU0Ao/4PGNkloB8LtT4K3Buew3Ed1l/yH82V5Lb13R34z2SXl24L2+I7wJn0cIkB2VnJa8O23xH2hQ/QZbKd6/t8sv9lu5vsEoSfAJ8BxgZ93GibLVj/WeH4+Eey/6DZGo6de8neV/COXra3ttfythd9TtZCho6xBLaZjrHqtxfwzz1uq6XqrvUxpu01mOPLwgOLiIiIiIhIjejTIEVERERERGpIkzUREREREZEa0mRNRERERESkhjRZExERERERqSFN1kRERERERGpIkzUREREREZEa0mRNRERERESkhjRZExERERERqSFN1kRERERERGpIkzUREREREZEa0mRNRERERESkhjRZExERERERqSFN1kRERERERGpIkzUREREREZEa0mRNRERERESkhjRZExERERERqSFN1kRERERERGpIkzUREREREZEa0mRNRERERESkhjRZExERERERqSFN1kRERERERGpIkzUREZGaMbOjzOxxM3MzG19i3T8P691jZk+vqkYREYlPkzUREZGacffvAxeFmx81s4OK1jOzFwLvDDf/k7s/UEF5IiJSEXP3QdcgIiIibcxsd+Bm4HDgK+7+uoLlNwFHFC0XEZH06cyaiIhIDbn748AfALuA15rZ69tW+S9kE7UHgT+stjoREamCJmsiIiI15e7XAZ8IN/+q9Z40MzsaOC/c/253v3sQ9YmISFy6DFJERKTGzGxv4N+AdcDfAePAd4HnAf/L3U8YYHkiIhKRJmsiIiI1Z2bHAf8Ubn4VOBl4BDjS3WcHVZeIiMSlyyBFRERqzt2vASbDzZPDz/M1URMRGW46syYiIpIAMzsGuCHc3Awc5u67BliSiIhEpjNrIiIiNWdmBvx57q4x4DcGVI6IiFREkzUREZH6OxN4GfAY8C+AAZea2R6DLEpEROLSZE1ERKTGzOwXgQ+Hm/8VeCPw78CzgfcNqi4REYlP71kTERGpMTO7EjgRuBV4vrvvNLO3kn3gyBPhvu8PskYREYlDkzUREZGaMrPTgP8OzAEvcvcbc8v+CTgOuB54sT5sRERk+OgySBERkRoys2cAfxlufjQ/UQvOBLYDLwDeUWFpIiJSEZ1ZExERqSEzu5zs/WmbgaPc/dGCdc4FPoK+IFtEZChpsiYiIlIzZnYy8D8AB17m7v+7w3ojwHXA84GvufurqqtSRERi02WQIiIiNWJm+wL/Ldy8pNNEDcDd54D/COwEXmlmb66gRBERqYjOrImIiIiIiNSQzqyJiIiIiIjUkCZrIiIiIiIiNaTJmoiIiIiISA1psiYiIiIiIlJDmqyJiIiIiIjUkCZrIiIiIiIiNaTJmoiIiIiISA1psiYiIiIiIlJDmqyJiIiIiIjUkCZrIiIiIiIiNaTJmoiIiIiISA1psiYiIiIiIlJDmqyJiIiIiIjUkCZrIiIiIiIiNaTJmoiIiIiISA1psiYiIiIiIlJDmqyJiIiIiIjU0P8Pg4J4jaHAgV0AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 276,
       "width": 437
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "for _ in range(199):\n",
    "    T = hq.heappop(q)\n",
    "    # If next throat in q is the same index, pop until it's not\n",
    "    while q[0][1] == T[1]:\n",
    "        # print(f\"popping duplicate throat {T[1]}\")\n",
    "        hq.heappop(q)\n",
    "    Tinv[T[1]] = True\n",
    "    P_new = pn.find_connected_pores(throats=T[1], flatten=True)\n",
    "    P_next = P_new[~Pinv[P_new]]\n",
    "    Pinv[P_next] = True\n",
    "    T_new = pn.find_neighbor_throats(pores=P_next)\n",
    "    T_next = T_new[~Tinv[T_new]]\n",
    "    for i in T_next:\n",
    "        hq.heappush(q, (air['throat.entry_pressure'][i], i))\n",
    "ax = op.visualization.plot_connections(network=pn, throats=Tinv)\n",
    "ax = op.visualization.plot_coordinates(network=pn, ax=ax);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2e901ec4",
   "metadata": {},
   "source": [
    "```{note} **A note about computational performance**\n",
    "\n",
    "  The OpenPNM implementation uses 'just-in-time' compilation offer by the `numba` package to accelerate the for-loop so the process demonstrated above is actually quite fast\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7f2dbc0f",
   "metadata": {},
   "source": [
    "### Using the `InvasionPercolation` Algorithm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 208,
   "id": "9d6f3935",
   "metadata": {},
   "outputs": [],
   "source": [
    "ip = op.algorithms.InvasionPercolation(network=pn, phase=air)\n",
    "pn['pore.volume'][1] = 0.0\n",
    "ip.set_inlet_BC(pores=[1])\n",
    "np.random.seed(5)\n",
    "ip.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b084b5e0",
   "metadata": {},
   "source": [
    "Like drainage, the `'pore.invasion_sequence'` and `'throat.invasion_sequence'` are added to the algorithm dictionary after calling `run`.  This enables a similar plotting of invasion patterns:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 209,
   "id": "cff2577a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 276,
       "width": 404
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "inv_pattern = ip['throat.invasion_sequence'] <= 200\n",
    "ax = op.visualization.plot_coordinates(network=pn, pores=pn.pores('left'), c='r', s=50)\n",
    "ax = op.visualization.plot_coordinates(network=pn, pores=pn.pores('left', mode='not'), c='grey', ax=ax)\n",
    "op.visualization.plot_connections(network=pn, throats=inv_pattern, ax=ax);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "493f2119",
   "metadata": {},
   "source": [
    "We can also apply trapping as a post processing step.  Like the `Drainage` algorithm, this sets the invasion sequence number for any trapped pores to `inf` so that invasion patterns can be found using boolean query (e.g. < N)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 206,
   "id": "9430a144",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 276,
       "width": 404
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ip.set_outlet_BC(pn.pores('right'), mode='overwrite')\n",
    "ip.reset()\n",
    "ip.run()\n",
    "ip.apply_trapping()\n",
    "inv_pattern = (ip['throat.invasion_sequence'] < 200)\n",
    "ax = op.visualization.plot_coordinates(network=pn, pores=pn.pores('left'), c='r', s=50)\n",
    "ax = op.visualization.plot_coordinates(network=pn, pores=pn.pores('left', mode='not'), c='grey', ax=ax)\n",
    "op.visualization.plot_connections(network=pn, throats=inv_pattern, ax=ax);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "89ff7bcc",
   "metadata": {},
   "source": [
    "```{note} **Invasion sequence is not contiguous after trapping**\n",
    "\n",
    "  When `ip.run()` is called the invasion sequence is a contiguous series of numbers from 0 to Nt; however, after trapping is applied the invasion sequence of trapped throats/pores is set to `inf` while the untrapped throats/pores retain their original numbers. \n",
    "\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "134f1a77",
   "metadata": {},
   "source": [
    "Because IP is a volume-based approach, the actually applied pressure varies up and down depending on the size of the throat being invaded.  The `ip` algorithm also has a `pc_curve` function, which computes the capillary pressure at each saturation and outputs data similar to the drainage algorithm. In fact, it is quite interesting to overlay these curves:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 207,
   "id": "46e44b08",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "0fd4582b71914488b3a40dcea6dd9df0",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Performing drainage simulation:   0%|          | 0/25 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 276,
       "width": 420
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "pn['pore.volume@left'] = 0.0\n",
    "\n",
    "drn = op.algorithms.Drainage(network=pn, phase=air)\n",
    "drn.set_inlet_BC(pores=pn.pores('left'))\n",
    "drn.run()\n",
    "data = drn.pc_curve()\n",
    "\n",
    "ip = op.algorithms.InvasionPercolation(network=pn, phase=air)\n",
    "ip.set_inlet_BC(pores=pn.pores('left'))\n",
    "ip.run()\n",
    "data_ip = ip.pc_curve()\n",
    "plt.step(data.pc, data.snwp, 'b--', where='post')\n",
    "plt.plot(data_ip.pc, data_ip.snwp, c='green')\n",
    "plt.xlabel('Capillary Pressure')\n",
    "plt.ylabel('Non-Wetting Phase Saturation');"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "51f25495",
   "metadata": {},
   "source": [
    "In the above cell we first set the volume of the inlet pores to 0, this ensures that both algorithms start with 0 invaded volume. Next we run both the algorithms with the 'left' pores as inlets, and neglect trapping, which assumes that the wetting phase remains connected via small films in corners and cracks. Plotting these results together reveals a few things.  \n",
    "\n",
    "1. The drainage curve is plotted as steps, where each jump in saturation is caused by application of a higher pressure step. \n",
    "2. The invasion percolation curve displays the rising and falling capillary pressure indicating that after a small throat is invaded (a spike) a series of larger throats a then accessed (the valleys).  \n",
    "3. The invasion percolation curve never exceeds the drainage curve and in fact the drainage curve represents the envelop of peak pressures observed by the invasion percolation process."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
